Deep Learning Publication Navigator - subtopic: image

Year TitleAuthor
2017   Constrained Deep Weak Supervision for Histopathology Image Segmentation  Z Jia, X Huang, EI Chang, Y Xu
2017   Canonical Correlation Analysis Networks for Two-view Image Recognition  X Yang, W Liu, D Tao, J Cheng
2017   Transforming Sensor Data to the Image Domain for Deep Learning-an Application to Footstep Detection  MS Singh, V Pondenkandath, B Zhou, P Lukowicz
2017   Diagnosing deep learning models for high accuracy age estimation from a single image  J Xing, K Li, W Hu, C Yuan, H Ling
2017   Deep Auto-context Convolutional Neural Networks for Standard-Dose PET Image Estimation from Low-Dose PET/MRI  L Xiang, Y Qiao, D Nie, L An, Q Wang, D Shen
2017   Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification  V Singhal, HK Aggarwal, S Tariyal, A Majumdar
2017   Single image super-resolution via self-similarity and low-rank matrix recovery  H Wang, J Li, Z Dong
2017   A Two-channel Convolutional Neural Network for Image Super-Resolution  S Li, R Fan, G Lei, G Yue, C Hou
2017   Superpixel-based 3D Deep Neural Networks for Hyperspectral Image Classification  C Shi, CM Pun
2017   A Novel Approach to Extract Exact Liver Image Boundary from Abdominal CT Scan using Neutrosophic Set and Fast Marching Method  SK Siri, MV Latte
2017   Dilated Residual Network for Image Denoising  T Wang, M Sun, K Hu
2017   Ten Classes of Image Recognition Using Generative Adversarial  C Chan
2017   Exploiting saliency for object segmentation from image level labels  SJ Oh, R Benenson, A Khoreva, Z Akata, M Fritz
2017   Local feature representation based on linear filtering with feature pooling and divisive normalization for remote sensing image classification  L Wan, N Liu, Y Guo, H Huo, T Fang
2017   Critical Comparison of the Classification Ability of Deep Convolutional Neural Network Frameworks with Support Vector Machine Techniques in the Image …  RT Kelly
2017   Fast content-based image retrieval using Convolutional Neural Network and hash function  DI Varga, T Szirányi
2017   Spatial Pyramid Deep Hashing for Large-Scale Image Retrieval  W Zhao, H Luo, J Peng, J Fan
2017   Using deep learning for content-based medical image retrieval  Q Sun, Y Yang, J Sun, Z Yang, J Zhang
2017   Nonlinear Deep Kernel Learning for Image  M Jiu, H Sahbi
2017   Deep Image Matting  N Xu, B Price, S Cohen, T Huang
2017   GUN: Gradual Upsampling Network for single image super-resolution  Y Zhao, R Wang, W Dong, W Jia, J Yang, X Liu, W Gao
2017   Image Feature Classification  S Alpert
2017   MS-UNIQUE: Multi-model and Sharpness-weighted Unsupervised Image Quality Estimation  M Prabhushankar, D Temel, G AlRegib
2017   Real-time pedestrian recognition at night based on far infrared image sensor  E Choi, W Lee, K Lee, J Kim, J Kim
2017   Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition  X Wang, L Lu, H Shin, L Kim, M Bagheri, I Nogues
2017   Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data  S Diamond, V Sitzmann, S Boyd, G Wetzstein, F Heide
2017   Dual Recovery Network with Online Compensation for Image Super-Resolution  S Xia, W Yang, T Zhao, J Liu
2017   Deep Poincare Map For Robust Medical Image Segmentation  Y Mo, F Liu, J Zhang, G Yang, T He, Y Guo
2017   Medical Image Retrieval using Deep Convolutional Neural Network  A Qayyum, SM Anwar, M Awais, M Majid
2017   HDR image reconstruction from a single exposure using deep CNNs  G EILERTSEN, J KRONANDER, G DENES
2017   Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks  WS Lai, JB Huang, N Ahuja, MH Yang
2017   Deep Adaptive Image Clustering  J Chang, L Wang, G Meng, S Xiang, C Pan
2017   Crowdsourcing and Automated Retinal Image Analysis for Diabetic Retinopathy  LI Mudie, X Wang, DS Friedman, CJ Brady
2017   Deep Learning Based Image Super-resolution for Nonlinear Lens Distortions  Q Chang, KW Hung, J Jiang
2017   Transferring Microscopy Image Modalities with Conditional Generative Adversarial Networks  L Han, Z Yin
2017   Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss  Q Yang, P Yan, Y Zhang, H Yu, Y Shi, X Mou, MK Kalra
2017   Image super resolution using deep convolutional network based on topology aggregation structure  F Yang, W Xu, Y Tian
2017   Encoding Spectral and Spatial Context Information for Hyperspectral Image Classification  X Sun, F Zhou, J Dong, F Gao, Q Mu, X Wang 
2017   Method And System For Reconstructing Super-Resolution Image  Z Shao, L Wang, Z Wang, J Cai 
2017   Shape Features based Content-based Image Retrieval using Deep Convolution Neural Network  MP DD, SG Bhirud, VD Katkar 
2017   Cnn Based Retinal Image Upscaling Using Zero Component Analysis.  A Nasonov, K Chesnakov, A Krylov
2017   Exploring deep features: deeper fully convolutional neural network for image segmentation  SA Kamran, B Khaled, M Asif, S Bin Kabir
2017   Thermalnet: A Deep Convolutional Network For Synthetic Thermal Image Generation.  VV Kniaz, VS Gorbatsevich, VA Mizginov
2017   Dynamic image analysis for abnormal behavior detection  M Ahmed, MA Isha, AA Ahmed
2017   Deep Learning in Mammography: Diagnostic Accuracy of a Multipurpose Image Analysis Software in the Detection of Breast Cancer.  AS Becker, M Marcon, S Ghafoor, MC Wurnig
2017   A New Single Image Super-resolution Method Based on the Infinite Mixture Model  P Cheng, Y Qiu, X Wang, K Zhao
2017   Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation  A Roy, S Todorovic
2017   Deep Recurrent Neural Networks for Hyperspectral Image Classification  L Mou, P Ghamisi, XX Zhu
2017   Deep learning for SAR image formation  E Mason, B Yonel, B Yazici
2017   Improving Deep Learning Image Recognition Performance Using Region of Interest Localization Networks  AW Kabani
2017   Deep net architectures for visual-based clothing image recognition on large database  JC Chen, CF Liu
2017   On deeply learning features for automatic person image re-identification  LR Oliveira, L Schnitman, RP Lemes, AC Loula
2017   Learning Robust Hash Codes for Multiple Instance Image Retrieval  S Conjeti, M Paschali, A Katouzian, N Navab
2017   An Image Quality Evaluation Method Based on Joint Deep Learning  J Yang, B Jiang, Y Zhu, C Ji, W Lu 
2017   Polarimetrie SAR image classification based on deep belief network and superpixel segmentation  S Ge, J Lu, H Gu, Z Yuan, W Su 
2017   Deep learning for pixel-level image fusion: Recent advances and future prospects  Y Liu, X Chen, Z Wang, ZJ Wang, RK Ward, X Wang 
2017   Sharp and Real Image Super-Resolution Using Generative Adversarial Network  D Zhang, J Shao, G Hu, L Gao 
2017   Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition  T Chen, Z Wang, G Li, L Lin 
2017   The application of series multi-pooling convolutional neural networks for medical image segmentation  F Wang, S Huang, L Shi, W Fan 
2017   Deep Convolutional Level Set Method for Image Segmentation  A Kristiadi, P Pranowo 
2017   SAR Image Classification via Deep Recurrent Encoding Neural Networks  J Geng, H Wang, J Fan, X Ma 
2017   Deep Supervised and Contractive Neural Network for SAR Image Classification  J Geng, H Wang, J Fan, X Ma
2017   Gaussian-binary restricted Boltzmann machines for modeling natural image statistics  J Melchior, N Wang, L Wiskott
2017   PCA-Initialized Deep Neural Networks Applied To Document Image Analysis  M Seuret, M Alberti, R Ingold, M Liwicki
2017   A Cascade of Deep Learning Fuzzy Rule-based Image Classifier and SVM  PP Angelov, X Gu
2017   Pose Guided Person Image Generation  L Ma, X Jia, Q Sun, B Schiele, T Tuytelaars, L Van Gool
2017   Conditional CycleGAN for Attribute Guided Face Image Generation  Y Lu, YW Tai, CK Tang
2017   PaletteNet: Image Recolorization with Given Color Palette  J Cho, S Yun, K Lee, JY Choi
2017   PixelNN: Example-based Image Synthesis  A Bansal, Y Sheikh, D Ramanan
2017   A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing  Q Fan, J Yang, G Hua, B Chen, D Wipf
2017   A novel convolutional neural network architecture for image super-resolution based on channels combination  C Liu, Y Li, J Luo, Y Zhou
2017   A medical image fusion method based on convolutional neural networks  Y Liu, X Chen, J Cheng, H Peng
2017   Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation  JU Kim, HG Kim, YM Ro
2017   Traffic Scene Segmentation Based on RGB-D Image and Deep Learning  L Li, B Qian, J Lian, W Zheng, Y Zhou
2017   Semi-supervised Deep Learning using Pseudo Labels for Hyperspectral Image Classification  H Wu, S Prasad 
2017   D-PCN: Parallel Convolutional Neural Networks for Image Recognition in Reverse Adversarial Style  S Yang, G Peng 
2017   15. An Optimized Colour Image Watermarking Algorithm and Performance Comparison of DWT  LI Shaohua 
2017   Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation  FI Alam, J Zhou, AWC Liew, X Jia, J Chanussot, Y Gao 
2017   Deep Convolutional Neural Models for Picture-Quality Prediction: Challenges and Solutions to Data-Driven Image Quality Assessment  J Kim, H Zeng, D Ghadiyaram, S Lee, L Zhang 
2017   Homography Estimation From Image Pairs With Hierarchical Convolutional Networks  F Erlik Nowruzi, R Laganiere, N Japkowicz 
2017   Performance Evaluation of Modified Color Image Steganography Using Discrete Wavelet Transform  V Kumar, D Kumar 
2017   Convolutional Neural Networks for 3D MNIST Image Classification  J Irvin
2017   Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling  J Gu, G Meng, J Redi, S Xiang, C Pan 
2017   Deep Arm/Ear-ECG Image Learning for Highly Wearable Biometric Human Identification  Q Zhang, D Zhou 
2017   Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning  G Wang, W Li, MA Zuluaga, R Pratt, PA Patel 
2017   Deep Learning of Convolutional Auto-Encoder for Image Matching and 3D Object Reconstruction in the Infrared Range  VA Knyaz, O Vygolov, VV Kniaz, Y Vizilter 
2017   MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification  D Lin, K Fu, Y Wang, G Xu, X Sun 
2017   Generative Adversarial Networks-Based Semi-Supervised Learning for Hyperspectral Image Classification  Z He, H Liu, Y Wang, J Hu 
2017   Deep Learning based Design Image Management  TJ Zhao, K Gao, XLH Sun
2017   Comparison of Various RCNN techniques for Classification of Object from Image  R Dalai, KK Senapati
2017   Evaluation of Deep Learning and Low Rank Methods for Image Denoising  TN Canh, Y Park, X Motong, B Jeon
2017   Deep wavelet prediction for image super-resolution  T Guo, HS Mousavi, TH Vu, V Monga
2017   Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution  D Mahapatra 
2017   Hyperspectral image classification using deep convolutional neural networks  Z Zhong, J Li 
2017   Medical image semantic segmentation based on deep learning  F Jiang, A Grigorev, S Rho, Z Tian, YS Fu, W Jifara
2017   Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers  J Xu, C Zhou, B Lang, Q Liu
2017   Review of Deep Learning Methods in Mammography, Cardiovascular, and Microscopy Image Analysis  G Carneiro, Y Zheng, F Xing, L Yang
2017   Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and Large-Scale Datasets  L Lu, Y Zheng, G Carneiro, L Yang
2017   Deep Learning and Computer-Aided Diagnosis for Medical Image Processing: A Personal Perspective  RM Summers
2017   Nonlinear Dictionary Learning with Application to Image Classification  J Hu, YP Tan
2017   Semantic enhanced deep learning for image classification  S Li, M Li, C Jiang 
2017   Unsupervised Histopathology Image Synthesis  L Hou, A Agarwal, D Samaras, TM Kurc, RR Gupta 
2017   The Effectiveness of Data Augmentation in Image Classification using Deep Learning  L Perez, J Wang 
2017   Automatic Magnetic Resonance Image Prostate Segmentation Based on Adaptive Feature Learning Probability Boosting Tree Initialization and CNN-ASM Refinement  B He, D Xiao, Q Hu, F Jia 
2017   Five years after the Deep Learning revolution of computer vision: State of the art methods for online image and video analysis  M Felsberg
2017   Image processing and understanding based on graph similarity testing: algorithm design and software development  J Kang
2017   Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders  F Li, H Qiao, B Zhang, X Xi
2017   A top-down manner-based DCNN architecture for semantic image segmentation  K Qiao, J Chen, L Wang, L Zeng, B Yan
2017   Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression  AS Jackson, A Bulat, V Argyriou, G Tzimiropoulos
2017   Recurrent Multimodal Interaction for Referring Image Segmentation  C Liu, Z Lin, X Shen, J Yang, X Lu, A Yuille
2017   Deep MANTA: A Coarse-to-fine Many-Task Network for joint 2D and 3D vehicle analysis from monocular image  F Chabot, M Chaouch, J Rabarisoa, C Teulière
2017   Visually-Aware Fashion Recommendation and Design with Generative Image Models  WC Kang, C Fang, Z Wang, J McAuley 
2017   Fine-tuning CNN Image Retrieval with No Human Annotation  F Radenović, G Tolias, O Chum 
2017   Fully Convolutional Architecture for Low-Dose CT Image Noise Reduction  S Badretale, F Shaker, P Babyn, J Alirezaie 
2017   Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data  D Marmanis, W Yao, F Adam, M Datcu, P Reinartz 
2017   MSR-net: Low-light Image Enhancement Using Deep Convolutional Network  L Shen, Z Yue, F Feng, Q Chen, S Liu, J Ma 
2017   Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution  R Tanno, DE Worrall, A Ghosh, E Kaden
2017   Using image quality metrics to identify adversarial imagery for deep learning networks  J Harguess, J Miclat, J Raheema
2017   Efficient generation of image chips for training deep learning networks  S Han, A Farfard, J Kerekes, M Gartley, E Ientilucci
2017   Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network  X Cao, F Zhou, L Xu, D Meng, Z Xu, J Paisley
2017   Adaptive Measurement Network for CS Image Reconstruction  X Xie, Y Wang, G Shi, C Wang, J Du, Z Zhao
2017   Improving image generative models with human interactions  AK Lampinen, D So, D Eck, F Bertsch
2017   A Novel Active Semisupervised Convolutional Neural Network Algorithm for SAR Image Recognition  F Gao, Z Yue, J Wang, J Sun, E Yang, H Zhou
2017   Reducing and Stretching Deep Convolutional Activation Features for Accurate Image Classification  G Zhong, S Yan, K Huang, Y Cai, J Dong
2017   Infrared Image Temperature Measurement Based on FCN and Residual Network  Z Xu, J Wang, P Xu, T Liu
2017   Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data  A Chartsias, T Joyce, R Dharmakumar, SA Tsaftaris
2017   Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB  A Alvarez
2017   Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis  D Mahapatra, B Bozorgtabar, S Hewavitharanage
2017   High-Resolution Aerial Image Labeling With Convolutional Neural Networks  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2017   Deep Learning-Guided Image Reconstruction from Incomplete Data  B Kelly, TP Matthews, MA Anastasio
2017   Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation  Y Niu, Z Lu, JR Wen, T Xiang, SF Chang
2017   Sketch-based Image Retrieval with Deep Visual Semantic Descriptor  F Huang, C Jin, Y Zhang, K Weng, T Zhang, W Fan 
2017   Supervised deep hashing for image content security  Y Ma, D Yang, H Xie, J Yin 
2017   Photographic Image Synthesis with Cascaded Refinement Networks  Q Chen, V Koltun
2017   Image Annotation by Object Hypotheses-oriented Deep Neural Networks  MA Fang, S LV, K ZHENG, JIN Chi, C Fei, Y Ke
2017   Deep learning for retinal image segmentation  A Garifullin
2017   Data equilibrium based automatic image annotation by fusing deep model and semantic propagation  X Ke, M Zhou, Y Niu, W Guo
2017   Chlorella Algae Image Analysis Using Artificial Neural Network and Deep Learning  S Lakshmi, R Sivakumar
2017   Exploring Deep Learning Image Super-Resolution for Iris Recognition  E Ribeiro, A Uhl, F Alonso
2017   GANs for Biological Image Synthesis  A Osokin, A Chessel, REC Salas, F Vaggi
2017   DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image  A Kurenkov, J Ji, A Garg, V Mehta, JY Gwak, C Choy
2017   Image Classification with Convolutional Networks & TensorFlow  J Sullivan
2017   3D multi-resolution wavelet convolutional neural networks for hyperspectral image classification  C Shi, CM Pun
2017   Image quality assessment for determining efficacy and limitations of Super-Resolution Convolutional Neural Network (SRCNN)  CM Ward, J Harguess, B Crabb, S Parameswaran
2017   Complex-valued convolutional neural network and its application in polarimetric SAR image classification  Z Zhang, H Wang, F Xu, YQ Jin
2017   A Comparison of the Deep Learning Methods for Solving Seafloor Image Classification Task  T Rimavicius, A Gelzinis
2017   Multipurpose Zero Watermarking Algorithm for Color Image Based on SVD and DBN  Z Yanxia
2017   Method and system for face image recognition  X Tang, Y Sun, X Wang
2017   Image Compression Based on Genetic Algorithm and Deep Neural Network  H Deng, H Liu, F Wang, Z Wang, Y Wang
2017   DNN-Based Joint Classification for Multi-source Image Change Detection  W Ma, Z Li, P Zhang, T Hu
2017   A Study on the Recognition and Classification Method of High Resolution Remote Sensing Image Based on Deep Belief Network  G Chen, X Li, L Liu
2017   Land-Use Classification with Remote Sensing Image Based on Stacked Autoencoder  A Ding, X Zhou
2017   Richer feature for image classification with super and sub kernels based on deep convolutional neural network  P Tang, H Wang
2017   On semantic image segmentation using deep convolutional neural network with shortcuts and easy class extension  C Wang, L Mauch, Z Guo, B Yang
2017   Hyperspectral image analysis using deep learning—A review  H Petersson, D Gustafsson, D Bergstrom
2017   CS-BoW: a scalable parallel image recognition method  Y Liu
2017   Differential-Weighted Global Optimum of BP Neural Network on Image Classification  L Ma, X Lin, L Jiang
2017   Dimensionality Reduction for Image Features using Deep Learning and Autoencoders  S Petscharnig, M Lux, S Chatzichristofis
2017   Fusion of Deep Learning and Compressed Domain features for Content Based Image Retrieval  P Liu, JM Guo, CY Wu, D Cai
2017   Blind Image Quality Assessment Via Cascaded Multi-Task Learning  Z Duanmu
2017   Single Image Super-Resolution with Dilated Convolution based Multi-Scale Information Learning Inception Module  W Shi, F Jiang, D Zhao
2017   Disentangling Variational Autoencoders for Image Classification  C Varano
2017   Exploring Convolutional Neural Networks for Automatic Image Colorization  M Agrawal, K Sawhney
2017   Block-Matching Convolutional Neural Network for Image Denoising  B Ahn, NI Cho
2017   Quicksilver: Fast Predictive Image Registration-a Deep Learning Approach  X Yang, R Kwitt, M Niethammer
2017   AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks  T Xu, P Zhang, Q Huang, H Zhang, Z Gan, X Huang 
2017   A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification  Y Xu, B Du, L Zhang, F Zhang 
2017   Deep Learning in Microscopy Image Analysis: A Survey  F Xing, Y Xie, H Su, F Liu, L Yang 
2017   Deep Image Prior  D Ulyanov, A Vedaldi, V Lempitsky 
2017   Discriminative Region Guided Deep Neural Network Towards Food Image Classification  Y Chen, Y Yang, Q Fang, X Yao 
2017   SegAN: Adversarial Network with Multi-scale $ L_1 $ Loss for Medical Image Segmentation  Y Xue, T Xu, H Zhang, R Long, X Huang
2017   Implicit Visual Learning: Image Recognition via Dissipative Learning Model  Y Liu, Y Liu, S Zhong, S Wu
2017   Systems and methods for providing an image classifier  D Moloney, A Dehghani
2017   Face recognition using both visible light image and near-infrared image and a deep network  K Guo, S Wu, Y Xu
2017   Image Restoration using Autoencoding Priors  SA Bigdeli, M Zwicker
2017   Learning Convolutional Networks for Content-weighted Image Compression  M Li, W Zuo, S Gu, D Zhao, D Zhang
2017   Supervised Deep Hashing for Scalable Face Image Retrieval  J Tang, Z Li, X Zhu
2017   Discovering a Domain Knowledge Representation for Image Grouping: Multimodal Data Modeling, Fusion, and Interactive Learning  X Guo
2017   Multi-modal Feature Fusion for Geographic Image Annotation  K Li, C Zou, S Bu, Y Liang, J Zhang, M Gong
2017   Deep Bilateral Learning for Real-Time Image Enhancement  M Gharbi, J Chen, JT Barron, SW Hasinoff, F Durand
2017   Shallow and wide fractional max-pooling network for image classification  K Yue, F Xu, J Yu
2017   Going Deeper with Contextual CNN for Hyperspectral Image Classification  H Lee, H Kwon
2017   Identification and segmentation of myelinated nerve fibers in a cross-sectional optical microscopic image using a deep learning model.  T Naito, Y Nagashima, K Taira, N Uchio, S Tsuji
2017   Large-scale Semantic Web Image Retrieval Using Bimodal Deep Learning Techniques  C Huang, H Xu, L Xie, J Zhu, C Xu, Y Tang 
2017   MugNet: Deep learning for hyperspectral image classification using limited samples  B Pan, Z Shi, X Xu 
2017   End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network  BD de Vos, FF Berendsen, MA Viergever, M Staring
2017   Universal Adversarial Perturbations Against Semantic Image Segmentation  JH Metzen, MC Kumar, T Brox, V Fischer
2017   A Precise Image Crawling System with Image Classification Based on Deep Learning  MJ Lee, SY Choi, HJ Jeong, YG Ha
2017   Simple Very Deep Convolutional Network for Robust Hand Pose Regression from a Single Depth Image  Q Fan, X Shen, Y Hu, C Yu 
2017   Uncertainty Quantification, Image Synthesis and Deformation Prediction for Image Registration  X Yang
2017   Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer  C Li, J Guo, C Guo 
2017   Deep Self-taught Learning for Remote Sensing Image Classification  A Bettge, R Roscher, S Wenzel 
2017   Developing Sustainable Rice Production through Image Classification  PR Fitzgerald
2017   A New Image Classification Method Based on Modified Condensed Nearest Neighbor and Convolutional Neural Networks  T Liang, X Xu, P Xiao
2017   Single Image Super-Resolution Using a Deep Encoder-Decoder Symmetrical Network with Iterative Back Projection  H Liu, J Han, S Hou, L Shao, Y Ruan 
2017   Single Image Super-Resolution for MRI Using a Coarse-to-Fine Network  J Liu, F Chen, H Shi, H Liao 
2017   Pose-Normalized Image Generation for Person Re-identification  X Qian, Y Fu, W Wang, T Xiang, Y Wu, YG Jiang, X Xue 
2017   Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders  L Hui, X Li, J Chen, H He, J Yang 
2017   Disentangled Person Image Generation  L Ma, Q Sun, S Georgoulis, L Van Gool, B Schiele 
2017   Recent Progress of Face Image Synthesis  Z Lu, Z Li, J Cao, R He, Z Sun
2017   When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach  D Liu, B Wen, X Liu, TS Huang
2017   Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation  L Yang, Y Zhang, J Chen, S Zhang, DZ Chen
2017   A deep-structural medical image classification for a Radon-based image retrieval  A Khatami, M Babaie, A Khosravi, HR Tizhoosh
2017   Automatic Image Caption Generation  S Kavitha, V Keerthana, A Bharanidharan
2017   Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review  J Bernal, K Kushibar, DS Asfaw, S Valverde, A Oliver 
2017   Error Correction for Dense Semantic Image Labeling  YH Huang, X Jia, S Georgoulis, T Tuytelaars 
2017   Median Filtered Image Restoration and Anti-forensics Using Adversarial Networks  D Kim, HU Jang, SM Mun, S Choi, HK Lee 
2017   Balance the nodule shape and surroundings: a new multichannel image based convolutional neural network scheme on lung nodule diagnosis  W Sun, B Zheng, X Huang, W Qian
2017   The Classification of Synthetic Aperture Radar Image Target Based on Deep Learning  XY Chen, XY Peng, Y Peng, JB Li
2017   Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis  V Christlein, FC Ghesu, T Würfl, A Maier, F Isensee
2017   HEp-2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network.  Y Li, L Shen, S Yu
2017   Underwater Image Super-resolution by Descattering and Fusion  H Lu, Y Li, S Nakashima, H Kim, S Serikawa
2017   3D Reconstruction of Simple Objects from A Single View Silhouette Image  X Di, P Yu
2017   Research on Image Recognition Based on Deep Learning Technology  H Zhai
2017   Deep learning in mammography: Diagnostic accuracy of a multipurpose image analysis software in the detection of breast cancer  AS Becker, M Marcon, S Ghafoor, MC Wurnig
2017   Tiny Transform Net for Mobile Image Stylization  S Lin, P Xiong, H Liu
2017   Machine Learning-Based Robust Watermarking Technique for Medical Image Transmitted Over LTE Network  A Rai, HV Singh
2017   Pattern Recognition and Image Analysis  LA Alexandre, JS Sánchez, JMF Rodrigues
2017   Deep Supervised Hashing for Multi-Label and Large-Scale Image Retrieval  D Wu, Z Lin, B Li, M Ye, W Wang
2017   Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN)  R Salloum, Y Ren, CCJ Kuo
2017   GCN: GPU-Based Cube CNN Framework for Hyperspectral Image Classification  H Dong, T Li, J Leng, L Kong, G Bai
2017   Deep Ranking Structural Support Vector Machine for Image Tagging  G Chen, R Xu, Z Yang
2017   A Hierarchical and Regional Deep Learning Architecture for Image Description Generation  P Kinghorn, L Zhang, L Shao
2017   A Deep Learning Approach to Ultrasound Image Recovery  D Perdios, AGJ Besson, M Arditi, JP Thiran
2017   A Review: No-Reference/Blind Image Quality Assessment  PDPUK Jaliya, HD Vasava
2017   DR $^{2} $-Net: Deep Residual Reconstruction Network for Image Compressive Sensing  H Yao, F Dai, D Zhang, Y Ma, S Zhang, Y Zhang
2017   GLA: Global-local Attention for Image Description  L Li, S Tang, Y Zhang, L Deng, Q Tian
2017   Content-based medical image rendering based on machine learning  K Petkov, S Miao, D Yu, B Georgescu, K Engel, T Mansi
2017   Deep Learning with Convolutional Neural Networks for Radiologic Image Classification  P Cheng
2017   Image Classification of High Resolution Satellite Imagery Using Deep Learning Approach  KM Sukre, IA Rizvi, MM Kadam
2017   A Passive Learning Sensor Architecture for Multimodal Image Labeling: An Application for Social Robots  MA Gutiérrez, LJ Manso, H Pandya, P Núñez
2017   Learning-based Image Enhancement for Visual Odometry in Challenging HDR Environments  R Gomez
2017   SVF-Net: Learning Deformable Image Registration Using Shape Matching  MM Rohé, M Datar, T Heimann, M Sermesant
2017   Deep learning-based classification of remote sensing image  J Liu, M Yang
2017   Deep Learning for Infrared Thermal Image Based Machine Health Monitoring  O Janssens, R Van de Walle, M Loccufier
2017   Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification  L Jiao, M Liang, H Chen, S Yang, H Liu, X Cao
2017   Genetic prOgramming for image feature descriptor learning  SR Price, DT Anderson
2017   Fine-Grained Image Recognition from Click-Through Logs Using Deep Siamese Network  W Feng, D Liu
2017   Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features  PK Roy, R Chakravorty, S Sedai, D Mahapatra
2017   Sparse Wavelet Auto-Encoders for Image Classification  S Hassairi, R Ejbali, M Zaied
2017   Deep Learning Based Intelligent Basketball Arena with Energy Image  W Liu, J Liu, X Gu, K Liu, X Dai, H Ma
2017   Straw Row Position And Orientation Reconstruction Through Image Segmentation  AY Shkanaev, DV Polevoy, AV Panchenko, YY Borisov
2017   Single Image Super-Resolution with a Parameter Economic Residual-Like Convolutional Neural Network  Z Yang, K Zhang, Y Liang, J Wang
2017   Object Depth Estimation from a Single Image Using Fully Convolutional Neural Network  AJ Afifi, O Hellwich
2017   Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation  L Yang, H Rodriguez, M Crucianu, M Ferecatu
2017   Autoencoder With Invertible Functions for Dimension Reduction and Image Reconstruction  Y Yang, QMJ Wu, Y Wang
2017   Patients' EEG Data Analysis via Spectrogram Image with a Convolution Neural Network  L Yuan, J Cao
2017   Single Image Rain Streak Separation Using Layer Priors  Y Li, RT Tan, X Guo, J Lu, MS Brown
2017   Technique for Image Fusion Based on PCNN and Convolutional Neural Network  W Kong, Y Lei, J Ma
2017   A Crop Pests Image Classification Algorithm Based on Deep Convolutional Neural Network  RJ Wang, J Zhang, W Dong, J Yu, CJ Xie, R Li
2017   A Hyperspectral Image Classification Framework with Spatial Pixel Pair Features  L Ran, Y Zhang, W Wei, Q Zhang 
2017   Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks  M Alberti, M Seuret, V Pondenkandath, R Ingold 
2017   Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net  M Zhang, X Li, M Xu, Q Li 
2017   Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings  D Verstraete, MD Park, A Ferrada, EL Droguett
2017   Fast and accurate image super-resolution using a combined loss  J Xu, Y Zhao, Y Dong, H Bai
2017   Respiratory Prediction and Image Quality Improvement of 4D Cone Beam CT and MRI for Lung Tumor Treatments  S Park
2017   Binary Generative Adversarial Networks for Image Retrieval  J Song
2017   Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image  D Tome, C Russell, L Agapito
2017   NutriNet: A Deep Learning Food and Drink Image Recognition System for Dietary Assessment  S Mezgec, B Koroušić Seljak
2017   Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention  M Cornia, L Baraldi, G Serra, R Cucchiara
2017   A weakly supervised road extraction approach via deep convolutional nets based image segmentation  W Xia, N Zhong, D Geng, L Luo
2017   Deep Features Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network  M Chen, X Shi, Y Zhang, D Wu, M Guizani
2017   Classification of very high resolution SAR image based on convolutional neural network  J Li, C Wang, S Wang, H Zhang, B Zhang
2017   SAR image target recognition via deep Bayesian generative network  D Guo, B Chen
2017   On prediction error compressive sensing image reconstruction for face recognition  S Biswas, J Sil, SP Maity 
2017   Fader Networks: Generating Image Variations by Sliding Attribute Values  G Lample, N Zeghidour, N Usunier, A Bordes 
2017   Visible and Infrared Image Fusion Using NSST and Deep Boltzman Machine  W Wu, Z Qiu, M Zhao, Q Huang 
2017   A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene classification  W Han, R Feng, L Wang, Y Cheng 
2017   Adversarial Examples for Semantic Image Segmentation  V Fischer, MC Kumar, JH Metzen, T Brox
2017   Remote Sensing Image Scene Classification Using Bag of Convolutional Features  G Cheng, Z Li, X Yao, L Guo, Z Wei
2017   Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification  Y Tao, M Xu, F Zhang, B Du, L Zhang
2017   A deep normalization and convolutional neural network for image smoke detection  Z Yin, B Wan, F Yuan, X Xia, J Shi
2017   Multiview Canonical Correlation Analysis Networks for Remote Sensing Image Recognition  X Yang, W Liu, D Tao, J Cheng, S Li
2017   Complete 3D Scene Parsing from Single RGBD Image  C Zou, Z Li, D Hoiem 
2017   Human-level CMR image analysis with deep fully convolutional networks  W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl 
2017   On the Performance of Classic and Deep Neural Models in Image Recognition  R García
2017   “Are Machines Better Than Humans in Image Tagging?”-A User Study Adds to the Puzzle  R Ewerth, M Springstein, LA Phan
2017   Computational intelligence in optical remote sensing image processing  Y Zhong, A Ma, Y soon Ong, Z Zhu, L Zhang 
2017   Manifold-valued Image Generation with Wasserstein Adversarial Networks  Z Huang, J Wu, L Van Gool 
2017   A comparative study of deep learning models for medical image classification  S Dutta, BCS Manideep, S Rai, V Vijayarajan 
2017   Deep Learning Approaches for P300 Classification in Image Triage: Applications to the NAILS Task  AJ Solon, SM Gordon, BJ Lance, VJ Lawhern 
2017   A new deep convolutional neural network for fast hyperspectral image classification  ME Paoletti, JM Haut, J Plaza, A Plaza 
2017   DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement  C Li, J Guo, F Porikli, C Guo, H Fu, X Li 
2017   Fully-Convolutional Measurement Network for Compressive Sensing Image Reconstruction  X Xie, J Du, C Wang, G Shi, X Xu, Y Wang 
2017   DeepHash for Image Instance Retrieval: Getting Regularization, Depth and Fine-Tuning Right  J Lin, O Morere, A Veillard, LY Duan, H Goh
2017   Megapixel Size Image Creation using Generative Adversarial Networks  M Marchesi
2017   Medical Image Analysis using Wavelet Transform and Deep Belief Networks  A Khatami, A Khosravi, T Nguyen, CP Lim
2017   Content-Based Image Retrieval and Speech Enhancement System Using Deep Learning Structure  X Zhao
2017   Panicle-SEG: a robust image segmentation method for rice panicles in the field based on deep learning and superpixel optimization  X Xiong, L Duan, L Liu, H Tu, P Yang, D Wu, G Chen 
2017   Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval  YA Chung, WH Weng 
2017   Significance of perceptually relevant image decolorization for scene classification  S Viswanathan, G Divakaran, KP Soman 
2017   Parallel Deep Solutions for Image Retrieval from Imbalanced Medical Imaging Archives  A Khatami, M Babaie, A Khosravi, HR Tizhoosh 
2017   W-Net: A Deep Model for Fully Unsupervised Image Segmentation  X Xia, B Kulis 
2017   Attentive Generative Adversarial Network for Raindrop Removal from a Single Image  R Qian, RT Tan, W Yang, J Su, J Liu 
2017   Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery  M Mardani, H Monajemi, V Papyan, S Vasanawala 
2017   Extending the Stabilized Supralinear Network model for binocular image processing  B Selby, B Tripp
2017   Natural Language Processing for Large-Scale Medical Image Analysis Using Deep Learning  HC Shin, L Lu, RM Summers 
2017   Multi-Instance Multi-Stage Deep Learning for Medical Image Recognition  Z Yan, Y Zhan, S Zhang, D Metaxas, XS Zhou 
2017   Hyperspectral Image Enhancement and Mixture Deep-Learning Classification of Corneal Epithelium Injuries  SSM Noor, K Michael, S Marshall, J Ren 
2017   Combination of Single Image Super Resolution and Digital Inpainting Algorithms Based on GANs for Robust Image Completion.  S Hayrapetyan, G Karapetyan, V Voronin 
2017   Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification  I Gitman, B Ginsburg
2017   Modeling Image Virality with Pairwise Spatial Transformer Networks  A Dubey, S Agarwal
2017   Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation  T Neff, C Payer, D Štern, M Urschler
2017   Semantic Image Synthesis via Adversarial Learning  H Dong, S Yu, C Wu, Y Guo
2017   TerraSAR-X Image Classification with Sliding Patch Window based on Convolutional Neural Network  J Li, S Wang, C Wang, H Zhang, B Zhang
2017   Rotation invariant deep binary hashing for fast image retrieval  L Dai, J Liu, A Jiang
2017   PixelCNN Models with Auxiliary Variables for Natural Image Modeling  A Kolesnikov, CH Lampert
2017   Convolutional Networks with MuxOut Layers as Multi-rate Systems for Image Upscaling  PN Michelini, H Liu
2017   Palmprint Identification Using Image Reconstruction Based Double DBNs  X Pan, D Zhao, T Chen, J Liu, Z Yu, H Xue
2017   Self-Supervised Siamese Learning on Stereo Image Pairs for Depth Estimation in Robotic Surgery  M Ye, E Johns, A Handa, L Zhang, P Pratt, GZ Yang
2017   Deep learning based feature representation for automated skin histopathological image annotation  G Zhang, CHR Hsu, H Lai, X Zheng
2017   Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network  Y Wei, Q Yuan, H Shen, L Zhang
2017   Synthetic Aperture Radar Image Synthesis by Using Generative Adversarial Nets  J Guo, B Lei, C Ding, Y Zhang
2017   No-reference image quality assessment with center-surround based natural scene statistics  J Wu, Z Xia, H Li, K Sun, K Gu, H Lu 
2017   Duplex Metric Learning for Image Set Classification  G Cheng, P Zhou, J Han
2017   Ensemble learning on visual and textual data for social image emotion classification  S Corchs, E Fersini, F Gasparini
2017   Contrastive Learning for Image Captioning  B Dai, D Lin
2017   Digital Image Analysis with Full Connected Convolutional Neural Network to Facilitate Complete Fibroid Resection  P Török, B Harangi
2017   Digital Image processing (EEE 573)  EK MARIED, MA ELDALI, OO ZIADA, EA BABA
2017   Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework  J Kim, S Lee
2017   Deep learning model based breast cancer histopathological image classification  B Wei, Z Han, X He, Y Yin
2017   Deep Learning Hierarchical Representations for Image Steganalysis  J Ni, J Ye, YI Yang
2017   Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation  L Wu, Y Xin, S Li, T Wang, PA Heng, D Ni
2017   cGAN-based Manga Colorization Using a Single Training Image  P Hensman, K Aizawa
2017   A New Parametric Kernel Estimation Technique for License Plate Image De-blurring  PSP Rao, RK Muthu
2017   Supervised Dictionary Learning with Smooth Shrinkage for Image Denoising  K Zhang, L Zhang
2017   Adult Image and Video Recognition by a Deep Multicontext Network and Fine-to-Coarse Strategy  X Ou, H Ling, H Yu, P Li, F Zou, S Liu
2017   Multiscale Superpixel-Based Sparse Representation for Hyperspectral Image Classification  S Zhang, S Li, W Fu, L Fang
2017   Energy-Efficient and Improved Image Recognition with Conditional Deep Learning  P Panda, A Sengupta, K Roy
2017   Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey  M Asadi
2017   Generative Adversarial Network based on Resnet for Conditional Image Restoration  M Wang, H Li, F Li
2017   Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks  Y Hu, E Gibson, LL Lee, W Xie, DC Barratt
2017   A Review of Image Recognition with Deep Convolutional Neural Network  Q Liu, N Zhang, W Yang, S Wang, Z Cui, X Chen
2017   Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition  CF Baumgartner, O Oktay, D Rueckert
2017   Deep Convolutional Networks-Based Image Super-Resolution  G Lin, Q Wu, X Huang, L Qiu, X Chen
2017   Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network  J Yamanaka, S Kuwashima, T Kurita
2017   Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches  D Lunga, L Yang, B Bhaduri
2017   A Deep Level Set Method for Image Segmentation  M Jagersand
2017   Performance Evaluation of Super-Resolution Methods Using Deep-Learning and Sparse-Coding for Improving the Image Quality of Magnified Images in Chest …  K Umehara, J Ota, N Ishimaru, S Ohno, K Okamoto
2017   Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th International …  MJ Cardoso, T Arbel, G Carneiro, T Syeda
2017   An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation  CF Baumgartner, LM Koch, M Pollefeys, E Konukoglu
2017   Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks  Y Li, Y Zhang, X Huang, H Zhu, J Ma 
2017   A Deep Learning Architecture for Histology Image Classification with Curriculum Learning  CY Kao, M Madduri, L McMillan 
2017   Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11-13, 2017, Proceedings  MV Hernández, V González
2017   Nabla-net: A Deep Dag-Like Convolutional Architecture for Biomedical Image Segmentation  A Chan, R Wiest, M Reyes
2017   VeNICE: A very deep neural network approach to no-reference image assessment  PP Dash, A Wong, A Mishra
2017   Deep Learning in Genomic and Medical Image Data Analysis: Challenges and Approaches  N Yu, Z Yu, F Gu, T Li, X Tian, Y Pan
2017   Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks  Y Liu, Z Qin, Z Luo, H Wang
2017   Road Structure Refined CNN for Road Extraction in Aerial Image  Y Wei, Z Wang, M Xu
2017   Single Image Super-Resolution via Adaptive Transform-Based Nonlocal Self-Similarity Modeling and Learning-Based Gradient Regularization  H Chen, X He, L Qing, Q Teng
2017   FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks  L Wu, JZ Cheng, S Li, B Lei, T Wang, D Ni
2017   A Deep Learning Approach to UAV Image Multilabeling  A Zeggada, F Melgani, Y Bazi
2017   Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification  P Zhong, Z Gong, S Li, CB Schönlieb
2017   A Machine Learning Based Framework for Verification and Validation of Massive Scale Image Data  J Ding, XH Hu, V Gudivada
2017   Residual Attention Network for Image Classification  F Wang, M Jiang, C Qian, S Yang, C Li, H Zhang
2017   Deep Learning for Medical Image Processing: Overview, Challenges and Future  MI Razzak, S Naz, A Zaib
2017   A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resource-limited System Applications  Y Du, L Du, Y Li, J Su, MCF Chang
2017   Real-time Image Processing for Microscopy-based Label-free Imaging Flow Cytometry in a Microfluidic Chip  YJ Heo, D Lee, J Kang, K Lee, WK Chung
2017   Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database  M Zhang, Y Yang, H Zhang, Y Ji, N Xie, HT Shen
2017   Image Classification Based on Convolutional Denoising Sparse Auto-encoder  S Chena, H Liua, X Zenga, S Qiana, J Yub, W Guob
2017   Image Classification Using Naive Bayes Classifier With Pairwise Local Observations.  SC HSU, IC CHEN, CLIN HUANG
2017   Remote Sensing Image Scene Classification: Benchmark and State of the Art  G Cheng, J Han, X Lu
2017   A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction  J Schlemper, J Caballero, JV Hajnal, A Price
2017   Face Image Reconstruction from Deep Templates  G Mai, K Cao, PC Yuen, AK Jain
2017   Ensemble Based Deep Networks for Image Super-Resolution  Z Huang, L Wang, Y Gong, C Pan
2017   Systems and methods that leverage deep learning to selectively store images at a mobile image capture device  I Bialynicka
2017   Dual Learning for Cross-domain Image Captioning  W Zhao, W Xu, M Yang, J Ye, Z Zhao, Y Feng, Y Qiao 
2017   Stylized Adversarial AutoEncoder for Image Generation  Y Zhao, B Deng, J Huang, H Lu, XS Hua 
2017   Understanding How Adversarial Noise Affects Single Image Classification  A Adate, R Saxena 
2017   A deep cascade of neural networks for image inpainting, deblurring and denoising  G Zhao, J Liu, J Jiang, W Wang 
2017   Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation  M Tang, Z Zhang, D Cobzas, M Jagersand, JL Jaremko 
2017   Image classification with caffe deep learning framework  E Cengil, A Çınar, E Özbay 
2017   A Deep Neural Network Based on ELM for Semi-supervised Learning of Image Classification  P Chang, J Zhang, J Hu, Z Song 
2017   Adaptive Markov Random Field Model for Area Based Image Registration and Change Detection  H Jagadish, J Prakash
2017   Intelligent Medical Image Landmark Detection  FC Ghesu, B Georgescu, D Neumann, T Mansi
2017   A Semi-Automatic Annotation Technology for Traffic Scene Image Labeling Based on Deep Learning Preprocessing  Y Jin, J Li, D Ma, X Guo, H Yu
2017   Tag Disentangled Generative Adversarial Networks for Object Image Re-rendering  C Wang, C Wang, C Xu, D Tao
2017   Weakly-and Self-Supervised Learning for Content-Aware Deep Image Retargeting  D Cho, J Park, TH Oh, YW Tai, IS Kweon
2017   Learning to Synthesize a 4D RGBD Light Field from a Single Image  PP Srinivasan, T Wang, A Sreelal, R Ramamoorthi
2017   Deep Residual Networks for Hyperspectral Image Classification  Z Zhong, J Li, L Ma, H Jiang, H Zhao
2017   Image Classification with Deep Belief Networks and Improved Gradient Descent  G Liu, L Xiao, C Xiong
2017   Large scale automatic image annotation based on convolutional neural network  R Wang, Y Xie, J Yang, L Xue, M Hu, Q Zhang
2017   CSC400 ITRG Miniproposal: Deep Learning for High-Resolution 3D Cone Beam CT Medical Image Analysis  W Li
2017   Iterative PET Image Reconstruction Using Convolutional Neural Network Representation  K Gong, J Guan, K Kim, X Zhang, GE Fakhri, J Qi, Q Li 
2017   Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework  Z Zhong, J Li, Z Luo, M Chapman 
2017   Visualizing deep neural network by alternately image blurring and deblurring  F Wang, H Liu, J Cheng 
2017   Semi-Supervised Image Classification with Self-Paced Cross-Task Networks  S Wu, Q Ji, S Wang, HS Wong, Z Yu, Y Xu 
2017   Image Retrieval Using Fused Deep Convolutional Features  H Liu, B Li, X Lv, Y Huang
2017   Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises  DT Nguyen, F Alam, F Ofli, M Imran
2017   Convolutional Neural Pyramid for Image Processing  X Shen, YC Chen, X Tao, J Jia
2017   Offline and online deep learning for image recognition  NH Phong, B Ribeiro
2017   A Novel Deep Learning Architecture for Testis Histology Image Classification  CY Kao, L McMillan
2017   Fully convolutional networks with double-label for esophageal cancer image segmentation by self-transfer learning  DX Xue, R Zhang, YY Zhao, JM Xu, YL Wang
2017   Deep convolutional networks super-resolution method for reconstructing high frequency information of the single image  M Zhao, C Cheng, Z Zhang, X Hao
2017   Image inpainting and super-resolution using non-local recursive deep convolutional network with skip connections  M Liu
2017   Globally and locally consistent image completion  S Iizuka, E Simo
2017   Relevance feedback for Content-based Image Retrieval using deep learning  H Xu, J Wang, L Mao
2017   Deep feature extraction and combination for remote sensing image classification based on pre-trained CNN models  S Chaib, H Yao, Y Gu, M Amrani
2017   An implementation framework for fast image processing  J Fegan, SA Coleman, D Kerr, BW Scotney
2017   Content-Based Image Retrieval with Compact Deep Convolutional Features  A Alzu'bi, A Amira, N Ramzan
2017   Neural Computation of Statistical Image Properties in Peripheral Vision  C Zetzsche, R Rosenholtz, N Cheema, K Gadzicki
2017   Single Image Depth Prediction Using Super-Column Super-Pixel Features  X Guo, K Nguyen, S Denman, C Fookes, S Sridharan
2017   Transformation-Grounded Image Generation Network for Novel 3D View Synthesis  E Park, J Yang, E Yumer, D Ceylan, AC Berg
2017   Hyperspectral image feature extraction method based on sparse constraint convolutional neural network  P Jia, M Zhang, W Yu, Y Shen
2017   Virtual reality of recognition technologies of the improved contour coding image based on level set and neural network models  L Sun, J Xing, Z Wang, X Zhang, L Liu
2017   Deep Learning Based Real-time Object Recognition System with Image Web Crawler  M Lee, H Jeong, Y Ha
2017   Feature extraction using MPEG-CDVS and Deep Learning with application to robotic navigation and image classification  P Porto Buarque De Gusmao
2017   MomentsNet: a simple learning-free method for binary image recognition  J Wu, S Qiu, Y Kong, Y Chen, L Senhadji, H Shu
2017   Supervised local error estimation for nonlinear image registration using convolutional neural networks  KAJ Eppenhof, JPW Pluim
2017   CT Image Denoising with Perceptive Deep Neural Networks  Q Yang, P Yan, MK Kalra, G Wang
2017   A dyadic multi-resolution deep convolutional neural wavelet network for image classification  R Ejbali, M Zaied
2017   Spectral-Spatial Response for Hyperspectral Image Classification  Y Wei, Y Zhou, H Li
2017   A Survey on Deep Learning in Medical Image Analysis  G Litjens, T Kooi, BE Bejnordi, AAA Setio, F Ciompi
2017   Efficient and Scalable View Generation from a Single Image using Fully Convolutional Networks  SH Bae, M Elgharib, M Hefeeda, W Matusik
2017   Phase recovery and holographic image reconstruction using deep learning in neural networks  Y Rivenson, Y Zhang, H Gunaydin, D Teng, A Ozcan
2017   Exemplar-Based Image and Video Stylization Using Fully Convolutional Semantic Features  F Zhu, Z Yan, J Bu, Y Yu
2017   Probabilistic Image Colorization  A Royer, A Kolesnikov, CH Lampert
2017   Discriminant analysis via jointly L2, 1-norm sparse tensor preserving embedding for image classification  R Huang, C Liu, J Zhou
2017   Using Deep Learning for Image Similarity in Product Matching  M Rivas
2017   Assessment of Accuracy of Patient-Initiated Differential Diagnosis Generation by Google Reverse Image Searching  M Perier
2017   Image Clustering Based on Deep Sparse Representations  L Lv, D Zhao, Q Deng
2017   Opinion Aware Blind Image Quality Assessment-A Comparison of three Learning Approaches  S Gopika, D Malathi, JDD Jayaseeli
2017   Revisiting Deep Image Smoothing and Intrinsic Image Decomposition  Q Fan, D Wipf, G Hua, B Chen
2017   Hybrid Textual-Visual Relevance Learning for Content-based Image Retrieval  C Cui, P Lin, X Nie, Y Yin, Q Zhu
2017   POLSAR Image Classification via Wishart-AE Model or Wishart-CAE Model  W Xie, L Jiao, B Hou, W Ma, J Zhao, S Zhang, F Liu
2017   MBVCNN: Joint convolutional neural networks method for image recognition  T Tong, X Mu, L Zhang, Z Yi, P Hu
2017   Retrieval of Sentence Sequences for an Image Stream via Coherence Recurrent Convolutional Networks.  C Park, Y Kim, G Kim
2017   Deep Descriptor Transforming for Image Co-Localization  XS Wei, CL Zhang, Y Li, CW Xie, J Wu, C Shen
2017   Large scale digital prostate pathology image analysis combining feature extraction and deep neural network  N Zhou, A Fedorov, F Fennessy, R Kikinis, Y Gao
2017   Medical image analysis of gastric cancer in digital histopathology: methods, applications and challenges  H Sharma
2017   Generative Cooperative Net for Image Generation and Data Augmentation  Q Xu, Z Qin, T Wan
2017   Adversarial Image Alignment and Interpolation  V Jain
2017   High-Quality Face Image SR Using Conditional Generative Adversarial Networks  H Bin, C Weihai, W Xingming, L Chun
2017   Image Reconstruction by Generative Adversarial Networks  M Huang, K Frans, M Tory, J Zhang
2017   Detection and Localization of Image Forgeries using Resampling Features and Deep Learning  J Bunk, JH Bappy, TM Mohammed, L Nataraj
2017   DeepCloud: Ground-Based Cloud Image Categorization Using Deep Convolutional Features  L Ye, Z Cao, Y Xiao
2017   Single Infrared Image Stripe Noise Removal Using Deep Convolutional Networks  X Kuang, X Sui, Q Chen, G Gu
2017   Weakly-supervised Multimodal Hashing for Scalable Social Image Retrieval  J Tang, Z Li
2017   Filtered Mapping Based Method for Compressed Web Image Super-Resolution  Y Zhao, W Jia, L Li, L Cao, X Liu
2017   StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks  H Zhang, T Xu, H Li, S Zhang, X Wang, X Huang 
2017   A Regularized Deep Learning Approach for Image De-Blurring  FL Conti, G Minucci, N Derakhshan
2017   On Pre-Trained Image Features and Synthetic Images for Deep Learning  S Hinterstoisser, V Lepetit, P Wohlhart, K Konolige 
2017   Deep kernel learning method for SAR image target recognition  X Chen, X Peng, R Duan, J Li 
2017   Deep Learning Framework for Recognition of Cattle using Muzzle Point Image Pattern  S Kumar, A Pandey, KSR Satwik, S Kumar, SK Singh 
2017   Phase Transitions in Image Denoising via Sparsely Coding Convolutional Neural Networks  J Carroll, N Carlson, GT Kenyon 
2017   Low-dose CT Image Postprocessing Based on Residual Convolutional Network  W Yang, H Zhang, J Wu, X Yin, Y Chen, H Shu, L Luo 
2017   Image Crowd Counting Using Convolutional Neural Network and Markov Random Field  K Han, W Wan, H Yao, L Hou
2017   Video Imagination from a Single Image with Transformation Generation  B Chen, W Wang, J Wang, X Chen, W Li
2017   Unsupervised object learning from dense equivariant image labelling  J Thewlis, H Bilen, A Vedaldi
2017   TextureGAN: Controlling Deep Image Synthesis with Texture Patches  W Xian, P Sangkloy, J Lu, C Fang, F Yu, J Hays
2017   Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks  MO Vertolli, J Davies
2017   Learning image features by convolutional networks under supervised data constraint= Aprendendo características de imagens por redes convolucionais sob restrição …  AZ Peixinho
2017   A Novel Image Classification Method with CNN-XGBoost Model  X Ren, H Guo, S Li, S Wang, J Li
2017   Multiple Kernel Learning for Hyperspectral Image Classification: A Review  Y Gu, J Chanussot, X Jia, JA Benediktsson
2017   Block-Based Convolutional Neural Network for Image Forgery Detection  J Zhou, J Ni, Y Rao
2017   Deep Learning Based Counter–Forensic Image Classification for Camera Model Identification  VU Sameer, R Naskar, N Musthyala, K Kokkalla
2017   MemNet: A Persistent Memory Network for Image Restoration  Y Tai, J Yang, X Liu, C Xu
2017   Experiments using Deep Learning for Dermoscopy Image Analysis  CN Vasconcelos, BN Vasconcelos 
2017   Sketch-based Image Retrieval using Generative Adversarial Networks  L Guo, J Liu, Y Wang, Z Luo, W Wen, H Lu
2017   ST-GAN: Unsupervised Facial Image Semantic Transformation Using Generative Adversarial Networks  J Zhang, F Zhong, G Cao, X Qin 
2017   Image salient object detection with refined deep features via convolution neural network  D Zhu, L Dai, X Shao, Q Zhou, L Itti, Y Luo, J Lu 
2017   Fuzzy Restricted Boltzmann Machine and Deep Belief Network: A Comparison on Image Reconstruction  F Shuang, CLP Chen
2017   Image Recommendation based on a Novel Biologically Inspired Hierarchical Model  YF Lu, H Qiao, Y Li, LH Jia
2017   Parallel Imaging: A Unified Theoretical Framework for Image Generation  K WANG, Y LU, Y WANG, FY WANG
2017   Supervised Deep Feature Extraction for Hyperspectral Image Classification  B Liu, X Yu, P Zhang, A Yu, Q Fu, X Wei 
2017   Image Classification for Ground Traversability Estimation in Robotics  A Giusti 
2017   Real-Time Adaptive Image Compression  O Rippel, L Bourdev
2017   Transfer Learning and Deep Feature Extraction for Planktonic Image Data Sets  EC Orenstein, O Beijbom
2017   Deep Learning for Biological Image Classification  C Affonso, ALD Rossi, FHA Vieira
2017   Single Image Super-Resolution Using Multi-Scale Convolutional Neural Network  X Jia, X Xu, B Cai, K Guo
2017   Hyperspectral image super-resolution using deep convolutional neural network  Y Li, J Hu, X Zhao, W Xie, JJ Li
2017   A joint deep-network-based image restoration algorithm for multi-degradations  X Sun, X Li, L Zhuo, KM Lam, J Li
2017   Deep Learning for Medical Image Analysis  M Rezaei, H Yang, C Meinel
2017   Subset selection for visualization of relevant image fractions for deep learning based semantic image segmentation  L Mauch, C Wang, B Yang
2017   Deep Learning based Counter-Forensic Image Classification for Camera Model Identification  US Venkata, R Naskar, N Musthyala, K Kokkalla
2016   Deep retinal image understanding  KK Maninis, J Pont
2016   Defeating Image Obfuscation with Deep Learning  R McPherson, R Shokri, V Shmatikov
2016   Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation  J Chen, L Yang, Y Zhang, M Alber, DZ Chen
2016   Structural image and video understanding  Z Lou
2016   On image segmentation methods applied to glioblastoma: State of art and new trends  C Dupont, N Betrouni, N Reyns, M Vermandel
2016   Image Sentiment Analysis using Deep Convolutional Neural Networks with Domain Specific Fine Tuning  S Jindal, S Singh
2016   Learning Structure of Stereoscopic Image for No-Reference Quality Assessment with Convolutional Neural Network  W Zhang, C Qu, L Ma, J Guan, R Huang
2016   Semantic Image Segmentation via Fully Convolutional Networks  M Falkenhainer
2016   Mitigation of Effects of Occlusion on Object Recognition with Deep Neural Networks through Low-Level Image Completion  B Chandler, E Mingolla
2016   Research on the Natural Image Super-Resolution Reconstruction Algorithm based on Compressive Perception Theory and Deep Learning Model  G Duan, W Hu, J Wang
2016   Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification  Y Zhang, EDUK Lee, EDUH Lee, U EDU
2016   Image super-resolution with multi-channel convolutional neural networks  Y Kato, S Ohtani, N Kuroki, T Hirose, M Numa
2016   Computationally efficient target classification in multispectral image data with Deep Neural Networks  L Cavigelli, D Bernath, M Magno, L Benini
2016   Night-time indoor relocalization using depth image with Convolutional Neural Networks  R Li, Q Liu, J Gui, D Gu, H Hu
2016   Review of MRI-based Brain Tumor Image Segmentation Using Deep Learning Methods  A Işın, C Direkoğlu, M Şah
2016   Deep image mining for diabetic retinopathy screening  G Quellec, K Charrière, Y Boudi, B Cochener
2016   Group Invariant Deep Representations for Image Instance Retrieval  O Morère, A Veillard, J Lin, J Petta, V Chandrasekhar
2016   Image super-resolution reconstruction via RBM-based joint dictionary learning and sparse representation  Z Zhang, A Liu, Q Lei
2016   Image Processing, Computer Vision, and Deep Learning: new approaches to the analysis and physics interpretation of LHC events  A Schwartzman, M Kagan, L Mackey, B Nachman
2016   CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression  L Cavigelli, P Hager, L Benini
2016   A Hierarchical Approach for Generating Descriptive Image Paragraphs  J Krause, J Johnson, R Krishna, L Fei
2016   Nabla-net: a deep dag-like convolutional architecture for biomedical image segmentation: application to white-matter lesion segmentation in multiple sclerosis  R McKinley, T Gundersen, F Wagner, A Chan, R Wiest
2016   Multimodal Pivots for Image Caption Translation  J Hitschler, S Riezler
2016   Brain-Inspired Deep Networks for Image Aesthetics Assessment  Z Wang, F Dolcos, D Beck, S Chang, TS Huang
2016   PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors  V Balntas, E Johns, L Tang, K Mikolajczyk
2016   Demo: GPU-based Image Recognition and Object Detection on Commodity Mobile Devices  LN Huynh, RK Balan, Y Lee
2016   No-reference stereoscopic image quality assessment using binocular self-similarity and deep neural network  Y Lv, M Yu, G Jiang, F Shao, Z Peng, F Chen
2016   iPrivacy: Image Privacy Protection by Identifying Sensitive Objects via Deep Multi-Task Learning  J Yu, B Zhang, Z Kuang, D Lin, J Fan
2016   StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks  H Zhang, T Xu, H Li, S Zhang, X Huang, X Wang
2016   Generalized Deep Image to Image Regression  V Santhanam, VI Morariu, LS Davis
2016   Text/Non-text Image Classification in the Wild with Convolutional Neural Networks  X Bai, B Shi, C Zhang, X Cai, L Qi
2016   A parameter-optimizing model-based approach to the analysis of low-SNR image sequences for biological virus detection  D Siedhoff
2016   Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions  A Chakrabarti, J Shao, G Shakhnarovich
2016   Mask-CNN: Localizing Parts and Selecting Descriptors for Fine-Grained Image Recognition  XS Wei, CW Xie, J Wu
2016   Fine-to-coarse Knowledge Transfer For Low-Res Image Classification  X Peng, J Hoffman, SX Yu, K Saenko
2016   Hyper-class Augmented and Regularized Deep Learning for Fine-grained Image Classification  T Yang, X Wang, Y Lin, S Xie
2016   Feature extraction and image recognition of typical grassland forage based on color moment  D Han, P Wu, Q Zhang, G Han, F Tong
2016   Sketch-Based Retrieval in Large-Scale Image Database via Position-Aware Silhouette Matching  S Hu, H Zhang, S Zhang, Z Fang, Q Huang
2016   Chinese Herbal Medicine Image Recognition and Retrieval by Convolutional Neural Network  X Sun, H Qian
2016   DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation  Y Ganin, D Kononenko, D Sungatullina, V Lempitsky
2016   Generic 3D Convolutional Fusion for image restoration  J Wu, R Timofte, L Van Gool
2016   End-to-End Image Super-Resolution via Deep and Shallow Convolutional Networks  Y Wang, L Wang, H Wang, P Li
2016   Local-and Holistic-Structure Preserving Image Super Resolution via Deep Joint Component Learning  Y Shi, K Wang, L Xu, L Lin
2016   Medical Image Description Using Multi-task-loss CNN  P Kisilev, E Sason, E Barkan, S Hashoul
2016   Three-Dimensional CT Image Segmentation by Combining 2D Fully Convolutional Network with 3D Majority Voting  S Wang, T Hara, H Fujita
2016   On the Use of Deep Learning for Blind Image Quality Assessment  S Bianco, L Celona, P Napoletano, R Schettini
2016   Deep Markov Random Field for Image Modeling  Z Wu, D Lin, X Tang
2016   An Efficient Multi-Label Image Classification Method for Image Annotation  A Dhurandher, B CSVTU, S Jain
2016   Automatic Portrait Segmentation for Image Stylization  X Shen, A Hertzmann, J Jia, S Paris, B Price
2016   Laplacian deep kernel learning for image annotation  M Jiu, H Sahbi
2016   Domain adaptation of image classification based on collective target nearest-neighbor representation  S Tang, M Ye, Q Liu, F Li
2016   DeepProp: Extracting Deep Features from a Single Image for Edit Propagation  Y Endo, S Iizuka, Y Kanamori, J Mitani
2016   Task-driven deep transfer learning for image classification  Z Ding, NM Nasrabadi, Y Fu
2016   Multi-layer Online Sequential Extreme Learning Machine for Image Classification  B Mirza, S Kok, F Dong
2016   Image Classification using Fast Learning Convolutional Neural Networks  K Lee, DC Park
2016   A Short Survey of Image Super Resolution Algorithms  D Huang, H Liu
2016   Histopathological Image Classification Using Random Binary Hashing Based PCANet and Bilinear Classifier  J Wu, J Shi, Y Li, J Suo, Q Zhang
2016   Deep learning based fence segmentation and removal from an image using a video sequence  S Jonna, KK Nakka, RR Sahay
2016   Sparse Representation and Deep Learning for Image and Video Reconstruction  M Iliadis
2016   SSDH: Semi-supervised Deep Hashing for Large Scale Image Retrieval  J Zhang, Y Peng, J Zhang
2016   On Study of the Binarized Deep Neural Network for Image Classification  S Wang, D Ren, L Chen, W Fan, J Sun, S Naoi
2016   A Novel Local Structure Descriptor for Color Image Retrieval  Z Zeng
2016   3D Shape Retrieval Using a Single Depth Image from Low-cost Sensors  J Feng, Y Wang, SF Chang
2016   Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering  H Liu, Y Yang, F Shen, L Duan, HT Shen
2016   Single Image Action Recognition using Semantic Body Part Actions  Z Zhao, H Ma, S You
2016   Cytopathological image analysis using deep-learning networks in microfluidic microscopy  G Gopakumar, KH Babu, D Mishra, SS Gorthi
2016   DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2016   Machine Learning for Plant Phenotyping Needs Image Processing  SA Tsaftaris, M Minervini, H Scharr
2016   Joint Unsupervised Learning of Deep Representations and Image Clusters  J Yang, D Parikh, D Batra
2016   Encrypted image classification based on multilayer extreme learning machine  W Wang, CM Vong, Y Yang, PK Wong
2016   Extraction of target region in lung immunohistochemical image based on artificial neural network  D Fan, L Wei, M Cao
2016   Robust Image Restoration Based on Adaptive Multiple Columns Generative Model  Y Wang, X Li, L Zhao
2016   Single image super-resolution using regularization of non-local steering kernel regression  K Zhang, X Gao, J Li, H Xia
2016   Improving face image extraction by using deep learning technique  Z Xue, S Antani, LR Long, D Demner
2016   Deep learning in the small sample size setting: cascaded feed forward neural networks for medical image segmentation  B Gaonkar, D Hovda, N Martin, L Macyszyn
2016   Fine-scale Surface Normal Estimation using a Single NIR Image  Y Yoon, G Choe, N Kim, JY Lee, IS Kweon
2016   Multimodal Image Fusion and Its Applications  YH Chen
2016   Hyperspectral image reconstruction by deep convolutional neural network for classification  Y Li, W Xie, H Li
2016   Image Classification Based on Image Hash Convolution Neural Network  Y Chen, Y Yan, D Zhao
2016   Image Copy Detection Based on Convolutional Neural Networks  J Zhang, W Zhu, B Li, W Hu, J Yang
2016   Similar Reference Image Quality Assessment: A New Database and A Trial with Local Feature Matching  Q Lu, W Zhou, H Li
2016   Improving three aspects of a content based image retrieval system  F Wang
2016   Single image super-resolution via blind blurring estimation and anchored space mapping  X Zhao, Y Wu, J Tian, H Zhang
2016   No-reference Image Quality Assessment With A Gradient-induced Dictionary.  L Li, D Wu, J Wu, J Qian, B Chen
2016   Instance-Aware Hashing for Multi-Label Image Retrieval  H Lai, P Yan, X Shu, Y Wei, S Yan
2016   Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors  Y Song, Q Li, H Huang, D Feng, M Chen, W Cai
2016   Semisupervised classification for hyperspectral image based on multi-decision labeling and deep feature learning  X Ma, H Wang, J Wang
2016   Investigating the Impact of Unsupervised Feature-Extraction from Multi-Wavelength Image Data for Photometric Classification of Stars, Galaxies and QSOs  A Lindh
2016   Shallow Network Performance in an Increasing Image Dimension  MR Shamsuddin, S Abdul
2016   Object Recognition Under Complex Environmental Conditions on Remote Sensing Image  J Liu, M Yang
2016   Can fully convolutional networks perform well for general image restoration problems?  S Chaudhury, H Roy
2016   Deep Learning With Attribute Profiles for Hyperspectral Image Classification  E Aptoula, MC Ozdemir, B Yanikoglu
2016   Image Region Forgery Detection: A Deep Learning Approach  Y Zhanga, J Goha, LL Wina, V Thinga
2016   Deep Image Retrieval: Learning global representations for image search  A Gordo, J Almazan, J Revaud, D Larlus
2016   Comparative Deep Learning of Hybrid Representations for Image Recommendations  C Lei, D Liu, W Li, ZJ Zha, H Li
2016   Super-resolution of medical image using representation learning  X Yang, S Zhant, C Hu, Z Liang, D Xie
2016   Image annotation of power grid objects based on convolutional neural networks  W Luo, M Feng, Q Fan, Q Peng, G Li, X Hao, L Yu
2016   Deep Image Retrieval And Classification On Sparknet  H Li, P Su
2016   Generative Adversarial Text to Image Synthesis  S Reed, Z Akata, X Yan, L Logeswaran, B Schiele
2016   Wishart Deep Stacking Network for Fast POLSAR Image Classification  L Jiao, F Liu
2016   Image retrieval by addition of spatial information based on histograms of triangular regions  N Ali, KB Bajwa, R Sablatnig, Z Mehmood
2016   Joint Image and Text Representation for Aesthetics Analysis  Y Zhou, X Lu, J Zhang, JZ Wang
2016   LSI: Latent Semantic Inference for Natural Image Segmentation  L Dong, N Feng, Q Zhang
2016   Deep Quantization Network for Efficient Image Retrieval⇤  Y Cao, M Long, J Wang, H Zhu, Q Wen
2016   A Vision Enriched Intelligent Agent with Image Description Generation  L Zhang, B Fielding, P Kinghorn, K Mistry
2016   Relevance Feedback in Deep Convolutional Neural Networks for Content Based Image Retrieval  M Tzelepi, A Tefas
2016   Deep Sketch Feature for Cross-domain Image Retrieval  X Wang, X Duan, X Bai
2016   Deep Learning for Intelligent Substation Device Infrared Fault Image Analysis  Y Lin, J Sun, Y Ma, Y Geng, Y Chen
2016   Robust Single Image Super-Resolution via Deep Networks with Sparse Prior.  D Liu, Z Wang, B Wen, J Yang, W Han, T Huang
2016   Apparatus And Method For Supporting Image Diagnosis  HA Kang, WS Kim
2016   A Semantic RBM-based Model for Image Set Classification  S Elaiwat, M Bennamoun, F Boussaid
2016   A Versatile Sparse Representation Based Post-Processing Method for Improving Image Super-Resolution  J Yang, J Guo, H Chao
2016   A multi-scene deep learning model for image aesthetic evaluation  W Wang, M Zhao, L Wang, J Huang, C Cai, X Xu
2016   Deep Structured Scene Parsing by Learning with Image Descriptions  L Lin, G Wang, R Zhang, R Zhang, X Liang, W Zuo
2016   No-reference/blind image quality assessment: a survey  S Xu, S Jiang, W Min
2016   Dynamic Image Networks for Action Recognition  H Bilen, B Fernando, E Gavves, A Vedaldi, S Gould
2016   Image Matting in the Perception Granular Deep Learning  H Hu, L Pang, Z Shi
2016   Learning Image Categorization Using Related Attributes  Z Lin, H Jin, J Yang
2016   Image Assessment Using Deep Convolutional Neural Networks  Z Lin, H Jin, J Yang
2016   A Novel Image Segmentation Combined Color Recognition Algorithm through Boundary Detection and Deep Neural Network  Y Liu, J Yang, B Guo, J Yang, X Zhang
2016   Unsupervised learning for image classification  Y Lu
2016   Deep Learning Driven Visual Path Prediction from a Single Image  S Huang, X Li, Z Zhang, Z He, F Wu, W Liu, J Tang
2016   Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing  FC Ghesu, E Krubasik, B Georgescu, V Singh, Y Zheng
2016   Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network  W Shi, J Caballero, F Huszar, J Totz, AP Aitken
2016   Sparse feature learning for image analysis in segmentation, classification, and disease diagnosis.  E Hosseini
2016   A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer  B Bayar, MC Stamm
2016   Automatic Age and Gender Recognition in Human Face Image Dataset using Convolutional Neural Network System  S Shaik, AA Micheal
2016   Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database  X Wang, L Lu, H Shin, L Kim, I Nogues, J Yao
2016   Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation  HC Shin, K Roberts, L Lu, D Demner
2016   Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs  S Chandra, I Kokkinos
2016   Persons' Personality Traits Recognition using Machine Learning Algorithms and Image Processing Techniques  TGI Fernando
2016   Generative Image Modeling using Style and Structure Adversarial Networks  X Wang, A Gupta
2016   Name of Author: Bing Xu Title of Thesis: Deep Convolutional Networks for Image Classification Degree: Master of Science Year this Degree Granted: 2016  B Xu, AB Edmonton
2016   Food Image Recognition by Using Convolutional Neural Networks (CNNs)  Y Lu
2016   Multi-focus image fusion with a deep convolutional neural network  Y Liu, X Chen, H Peng, Z Wang
2016   Pornographic image recognition by strongly-supervised deep multiple instance learning  Y Wang, X Jin, X Tan
2016   Constructing Deep Sparse Coding Network for Image Classification  S Zhang, J Wang, X Tao, Y Gong, N Zheng
2016   Conditional Image Generation with PixelCNN Decoders  A Oord, N Kalchbrenner, O Vinyals, L Espeholt
2016   Automated image classification via unsupervised feature learning by K-means  H Karimy Dehkordy
2016   Image and Information  F Nielsen
2016   Single Image Super Resolution with Neighbor Embedding and In-place Patch Matching  ZQ Zhao, ZW Hao, R Su, X Wu
2016   SVM or deep learning? A comparative study on remote sensing image classification  P Liu, KKR Choo, L Wang, F Huang
2016   Image Analysis and Machine Learning in Digital Pathology: Challenges and Opportunities  A Madabhushi, G Lee
2016   A deep learning framework for hyperspectral image classification using spatial pyramid pooling  J Yue, S Mao, M Li
2016   A Distributed Deep Representation Learning Model for Big Image Data Classification  L Dong, N Lv, Q Zhang, S Xie, L He, M Mao
2016   Spectral–spatial multi-feature-based deep learning for hyperspectral remote sensing image classification  L Wang, J Zhang, P Liu, KKR Choo, F Huang
2016   CUNet: A Compact Unsupervised Network for Image Classification  L Dong, L He, G Kong, Q Zhang, X Cao, E Izquierdo
2016   Image driven machine learning methods for microstructure recognition  A Chowdhury, E Kautz, B Yener, D Lewis
2016   Recognizing Landmarks in Large-Scale Social Image Collections  DJ Crandall, Y Li, S Lee, DP Huttenlocher
2016   The use of deep learning in image segmentation, classification and detection  MS Badea, II Felea, LM Florea, C Vertan
2016   Spatial encoding of visual words for image classification  D Liu, S Wang, F Porikli
2016   Image Descriptor Based on Edge Detection and Crawler Algorithm  R Grycuk, M Gabryel, M Scherer, S Voloshynovskiy
2016   EnhanceNet: Single Image Super-Resolution through Automated Texture Synthesis  MSM Sajjadi, B Schölkopf, M Hirsch
2016   End-to-End Learning for Image Burst Deblurring  P Wieschollek, M Hirsch, H Lensch, B Schölkopf
2016   HeMIS: Hetero-Modal Image Segmentation  M Havaei, N Guizard, N Chapados, Y Bengio
2016   Deep Convolutional Neural Networks for Histological Image Analysis in Gastric Carcinoma Whole Slide Images  H Sharma, N Zerbe, I Klempert, O Hellwich, P Hufnagl
2016   Scene image classification method based on Alex-Net model  J Sun, X Cai, F Sun, J Zhang
2016   Deep Image Aesthetics Classification using Inception Modules and Fine-tuning Connected Layer  X Jin, J Chi, S Peng, Y Tian, C Ye, X Li
2016   3D Human Pose Estimation from a Single Image via Distance Matrix Regression  F Moreno
2016   Image Based Appraisal of Real Estate Properties  Q You, R Pang, J Luo
2016   Voronoi-based compact image descriptors: Efficient Region-of-Interest retrieval with VLAD and deep-learning-based descriptors  A Chadha, Y Andreopoulos
2016   DOC: Deep OCclusion Estimation from a Single Image  P Wang, A Yuille
2016   Single Image Dehazing via Multi-scale Convolutional Neural Networks  W Ren, S Liu, H Zhang, J Pan, X Cao, MH Yang
2016   Marker-Less 3D Human Motion Capture with Monocular Image Sequence and Height-Maps  Y Du, Y Wong, Y Liu, F Han, Y Gui, Z Wang
2016   Natural Image Matting Using Deep Convolutional Neural Networks  D Cho, YW Tai, I Kweon
2016   Probabilistic Modeling of Future Frames from a Single Image  T Xue, J Wu, K Bouman, B Freeman
2016   Ideal Regularized Composite Kernel for Hyperspectral Image Classification  J Peng, H Chen, Y Zhou, L Li
2016   Design of convolution neural network with frequency selectivity for wearable camera embed glasses based image recognition systems via nonconvex functional …  J Su, Q Liu, M Wang, J Cao, WK Ling
2016   Zero-shot Image Classification Based on Deep Feature Extraction  X Wang, C Chen, Y Cheng, ZJ Wang
2016   BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification  A Santara, K Mani, P Hatwar, A Singh, A Garg, K Padia
2016   Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks  Y Zhou, H Wang, F Xu, YQ Jin
2016   Multi-view SAS image classification using deep learning  DP Williams, S Dugelay
2016   Feature extraction and image retrieval based on AlexNet  ZW Yuan, J Zhang
2016   Fast image clustering based on convolutional neural network and binary K-means  S Ke, Y Zhao, B Li, Z Wu, X Liu
2016   Content-Based High-Resolution Remote Sensing Image Retrieval via Unsupervised Feature Learning and Collaborative Affinity Metric Fusion  Y Li, Y Zhang, C Tao, H Zhu
2016   Deep learning and svm classification for plant recognition in content-based large scale image retrieval  BP Tóth, DP Márton Tóth, G Szúcs
2016   Multilayer Feature Extraction for Image and Text Using Backpropagation-ELM  SR Durga, A Hemlathadhevi
2016   Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications  SH Chan, X Wang, OA Elgendy
2016   Internet-Based Image Retrieval Using End-to-End Trained Deep Distributions  A Vakhitov, A Kuzmin, V Lempitsky
2016   Systems And Methods For Image Processing  V Krishnakumar, HP Sridharasingan, AA Tadimari
2016   Image noise level estimation based on higher-order statistics  MM Ghazi, H Erdogan
2016   Supervised Image Classification Using Deep Convolutional Wavelets Network  S Hassairi, R Ejbali, M Zaied
2016   Building a large scale dataset for image emotion recognition: The fine print and the benchmark  Q You, J Luo, H Jin, J Yang
2016   Image recognition based on deep learning  M Wu, L Chen
2016   Is Image Super-resolution Helpful for Other Vision Tasks?  D Dai, Y Wang, Y Chen, L Van Gool
2016   No-reference face image assessment based on deep features  G Liu, Y Xu, J Lan
2016   Cross-domain Image Localization by Adaptive Feature Fusion  N Bhowmik, L Weng, V Gouet
2016   Image classification with stacked restricted boltzmann machines and evolutionary function array classification voter  S Chen, G Liu, C Wu, Z Jiang, J Chen
2016   Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016  B Raman, S Kumar, PP Roy, D Sen
2016   Research on the Content-Based Classification of Medical Image  H Yang, F Liu, Z Wang, H Tang, S Sun, S Sun
2016   Automatic Face Recognition Based On Learning to Rank for Image Quality Assessment  K Busa, G Tejaswi
2016   An Evaluation of Convolutional Neural Nets for Medical Image Anatomy Classification  SA Khan, SP Yong
2016   Fully convolutional networks for multi-modality isointense infant brain image segmentation  D Nie, L Wang, Y Gao, D Sken
2016   Deep Image Set Hashing  J Feng, S Karaman, SF Chang
2016   Remote Sensing Image Scene Classification Using Multi-Scale Completed Local Binary Patterns and Fisher Vectors  L Huang, C Chen, W Li, Q Du
2016   Pornographic Image Detection Utilizing Deep Convolutional Neural Networks  F Nian, T Li, Y Wang, M Xu, J Wu
2016   CNN vs. SIFT for Image Retrieval: Alternative or Complementary?  K Yan, Y Wang, D Liang, T Huang, Y Tian
2016   Deep Learning for Image Memorability Prediction: the Emotional Bias  Y Baveye, R Cohendet, M Perreira Da Silva
2016   Transform-Invariant Convolutional Neural Networks for Image Classification and Search  X Shen, X Tian, A He, S Sun, D Tao
2016   ConTagNet: Exploiting User Context for Image Tag Recommendation  YS Rawat, MS Kankanhalli
2016   Image Searching by Events with Deep Learning for NTCIR-12 Lifelog  HL Lin, TC Chiang, LP Chen, PC Yang
2016   POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information  F Liu, L Jiao, B Hou, S Yang
2016   High-level Feature Learning by Ensemble Projection for Image Classification with Limited Annotations  D Dai, L Van Gool
2016   Two-stream contextualized CNN for fine-grained image classification  J Liu, C Gao, D Meng, W Zuo
2016   Image Retrieval Based on Deep Belief Networks  S Ting, Q Yingchun
2016   A Deep Learning Based Fast Image Saliency Detection Algorithm  H Pan, H Jiang
2016   Resolution Enhancement in Single Depth Map and Aligned Image  Y Xian, Y Tian
2016   Cluster-Based Image Super-resolution via Jointly Low-rank and Sparse Representation  N Han, Z Song, Y Li
2016   Image classification for early detection of lung cancer  MA Morales Muñoz
2016   DehazeNet: An End-to-End System for Single Image Haze Removal  B Cai, X Xu, K Jia, C Qing, D Tao
2016   An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning  NK Mishra, ME Celebi
2016   Towards the Design of an End-to-End Automated System for Image and Video-based Recognition  R Chellappa, JC Chen, R Ranjan
2016   An Improved Image Classification Method Considering Rotation Based on Convolutional Neural Network  J Qu
2016   Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval  XS Wei, JH Luo, J Wu
2016   Part-based clothing image annotation by visual neighbor retrieval  GL Sun, X Wu, Q Peng
2016   How smart does your profile image look? Intelligence estimation from social network profile images  X Wei, D Stillwell
2016   Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections  XJ Mao, C Shen, YB Yang
2016   Deep models for brain EM image segmentation: novel insights and improved performance  A Fakhry, H Peng, S Ji
2016   String representations and distances in deep convolutional neural networks for image classification  C Barat, C Ducottet
2016   Unsupervised spectral sub-feature learning for hyperspectral image classification  V Slavkovikj, S Verstockt, W De Neve, S Van Hoecke
2016   Luminosity and contrast normalization in color retinal images based on standard reference image  ES Varnousfaderani, S Yousefi, A Belghith
2016   Learning Image Matching by Simply Watching Video  G Long, L Kneip, JM Alvarez, H Li
2016   Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields  S Kim, K Park, K Sohn, S Lin
2016   Multi-digit Image Synthesis Using Recurrent Conditional Variational Autoencoder  H Sun, W Xu, C Deng, Y Tan
2016   Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising  K Zhang, W Zuo, Y Chen, D Meng, L Zhang
2016   Deep Hashing: A Joint Approach for Image Signature Learning  Y Mu, Z Liu
2016   Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network  C Ledig, L Theis, F Huszar, J Caballero, A Aitken
2016   Whole Image Synthesis Using a Deep Encoder-Decoder Network  V Sevetlidis, MV Giuffrida, SA Tsaftaris
2016   Machine Learning Methods for Medical and Biological Image Computing  R Li
2016   Image Based Camera Localization: an Overview  Y Wu
2016   Food/Non-food Image Classification and Food Categorization using Pre-Trained GoogLeNet Model  A Singla, L Yuan, T Ebrahimi
2016   A survey on deep neural networks for human action recognition in RGB image and depth image  Z Fang
2016   Lung Image Segmentation Using Deep Learning Methods and Convolutional Neural Networks  A Alexander Kalinovsky, V Kovalev
2016   Web Identification Image Recognition Based on Deep Learning  Y Zhao, X Zhang, M Xu, Z Sun, G Liu, S Li
2016   A universal remote sensing image quality improvement method with deep learning  Y Wei, Q Yuan, H Shen, L Zhang
2016   Hyperspectral image classification based on deep stacking network  M He, X Li, Y Zhang, J Zhang, W Wang
2016   Deep Convolutional networks with superpixel segmentation for hyperspectral image classification  J Cao, Z Chen, B Wang
2016   Graph-based deep Convolutional networks for Hyperspectral image classification  J Cao, Z Chen, B Wang
2016   Image super-resolution using non-local Gaussian process regression  H Wang, X Gao, K Zhang, J Li
2016   Spectral–Spatial Classification of Hyperspectral Image Based on Deep Auto-Encoder  X Ma, H Wang, J Geng
2016   A car-face region-based image retrieval method with attention of SIFT features  C Zhang, X Wang, J Feng, Y Cheng, C Guo
2016   Stacked Deep Polynomial Network Based Representation Learning for Tumor Classification with Small Ultrasound Image Dataset  J Shi, S Zhou, X Liu, Q Zhang, M Lu, T Wang
2016   Machine listening techniques as a complement to video image analysis in forensics  R Serizel, V Bisot, S Essid, G Richard
2016   An image compression and encryption scheme based on deep learning  F Hu, C Pu, H Gao, M Tang, L Li
2016   A hybrid wavelet convolution network with sparse-coding for image super-resolution  X Gao, H Xiong
2016   A Point Set Generation Network for 3D Object Reconstruction from a Single Image  H Fan, H Su, L Guibas
2016   From One-Trick Ponies to All-Rounders: On-Demand Learning for Image Restoration  R Gao, K Grauman
2016   Selective inference for accelerating deep learning-based image classification  HY Lee, BT Lee
2016   a Diversified Deep Belief Network for Hyperspectral Image Classification  P Zhong, ZQ Gong, C Schönlieb
2016   Visualizing and enhancing a deep learning framework using patients age and gender for chest x-ray image retrieval  Y Anavi, I Kogan, E Gelbart, O Geva, H Greenspan
2016   A deep learning model for automatic image texture classification: Application to vision-based automatic aircraft landing  KP Lai
2016   Ship Detection on Space borne Image Using Machine Learning Techniques  VR Prathima, CH Manasa
2016   Image Caption Generator Based On Deep Neural Networks  J Chen, W Dong, M Li
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2016   Spatial Pyramid Pooling Networks For Image Processing  K He, J Sun, X Zhang, S Ren
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2016   Parallel multilayer perceptron neural network used for hyperspectral image classification  BP Garcia
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2016   Amortised MAP Inference for Image Super-resolution  CK Sønderby, J Caballero, L Theis, W Shi, F Huszár
2016   Exploiting Scene Context for Image Captioning  R Shetty, H R
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2016   Deep Learning for Multi-task Medical Image Segmentation in Multiple Modalities  P Moeskops, JM Wolterink, BHM van der Velden
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2016   Convolutional Neural Networks for Hyperspectral Image Classification  S Yu, S Jia, C Xu
2016   Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification  Z He, J Li, L Liu
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2016   Image Colorization Using Convolutional Neural Network  Y Zhao, D Xu, Y Zhang
2016   Deep Neural Image Denoising  M Koziarski, B Cyganek
2016   Optical Image and Remote Sensing on Ship Detection using Extreme Learning Machine  S Selvarani, S Saraswathi, D Santhiya, A Jasmitha
2016   X-Ray fluorescence image super-resolution using dictionary learning  Q Dai, E Pouyet, O Cossairt, M Walton, F Casadio
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2016   Single Image 3D Interpreter Network  J Wu, T Xue, JJ Lim, Y Tian, JB Tenenbaum, A Torralba
2016   Deep Learning in Medical Image Analysis  P Seeböck
2016   Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution  W Yang, J Feng, J Yang, F Zhao, J Liu, Z Guo, S Yan
2016   Boltzmann Machine and its Applications in Image Recognition  S Ding, J Zhang, N Zhang, Y Hou
2016   X-ray Scattering Image Classification Using Deep Learning  B Wang, K Yager, D Yu, M Hoai
2016   Deep learning feature map for content based image retrieval system for remote sensing application  S Jain, T Zaveri, K Prajapati, S Patel
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2016   Medical Image Synthesis with Context-Aware Generative Adversarial Networks  D Nie, R Trullo, C Petitjean, S Ruan, D Shen
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2016   Image Prediction for Limited-angle Tomography via Deep Learning with Convolutional Neural Network  H Zhang, L Li, K Qiao, L Wang, B Yan, L Li, G Hu
2016   Fully Convolutional Neural Networks For Remote Sensing Image Classification  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
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2016   Deep Joint Image Filtering  Y Li, JB Huang, N Ahuja, MH Yang
2016   End-to-end Learning of Deep Visual Representations for Image Retrieval  A Gordo, J Almazan, J Revaud, D Larlus
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2016   Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
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2016   CURL: Image Classification using Co-training and Unsupervised Representation Learning  S Bianco, G Ciocca, C Cusano
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2016   Incorporating Image Priors with Deep Convolutional Neural Networks for Image Super-Resolution  Y Liang, J Wang, S Zhou, Y Gong, N Zheng
2016   Unsupervised Local Deep Feature for Image Recognition  Y Wang, X Wang, W Liu
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2016   Semi-Supervised Feature Transformation for Tissue Image Classification  K Watanabe, T Kobayashi, T Wada
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2015   Image Orientation Estimation with Convolutional Networks  P Fischer, A Dosovitskiy, T Brox
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2015   Weakly-and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
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2015   Semantic Image Segmentation with Contextual Hierarchical Models  M Seyedhosseini, T Tasdizen
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2015   Manifold Learning with Variational Auto-encoder for Medical Image Analysis  E Park
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2015   Reducing weight precision of convolutional neural networks towards large-scale on-chip image recognition  Z Ji, I Ovsiannikov, Y Wang, L Shi, Q Zhang
2015   Medical Image Retrieval: A Multi-modal Approach  Y Cao, S Steffey, J He, D Xiao, C Tao, P Chen, H Müller
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2015   Intelligence Science and Big Data Engineering. Image and Video Data Engineering: 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, …  X He, X Gao, Y Zhang, ZH Zhou, ZY Liu, B Fu, F Hu
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2015   Unsupervised Deep Feature Extraction for Remote Sensing Image Classification  A Romero, C Gatta, G Camps
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2015   Single Image Super-Resolution via Image Smoothing  Z Liu, Q Huang, J Li, Q Wang
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2015   Exploiting Local Features from Deep Networks for Image Retrieval  JYH Ng, F Yang, LS Davis
2015   Convolutional Neural Network-Based Image Representation for Visual Loop Closure Detection  Y Hou, H Zhang, S Zhou
2015   Color Image Classification via Quaternion Principal Component Analysis Network  R Zeng, J Wu, Z Shao, Y Chen, L Senhadji, H Shu
2015   Learning facial expressions from an image  B Chudasama, C Duvedi, JP Thomas
2015   Multi-manifold Sparse Graph Embedding for Multi-modal Image Classification  J Li, Y Wu, J Zhao, K Lu
2015   Learning Deep Dictionary for Hyperspectral Image Denoising  HUO Leigang, F Xiangchu, HUO Chunlei
2015   An Image Retrieval Method for Binary Images Based on DBN and Softmax Classifier  B Liao, J Xu, J Lv, S Zhou
2015   Image classification using boosted local features with random orientation and location selection  C Zhang, J Cheng, Y Zhang, J Liu, C Liang, J Pang
2015   Feature maps driven no-reference image quality prediction of authentically distorted images  D Ghadiyaram, A Bovik
2015   Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions  D Tuia, R Flamary, N Courty
2015   Single Image Super-Resolution Using Maximizing Self-Similarity Prior  J Li, Y Wu, X Luo
2015   Expressing an Image Stream with a Sequence of Natural Sentences  CC Park, G Kim
2015   Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform  LC Chen, JT Barron, G Papandreou, K Murphy
2015   LLNet: A Deep Autoencoder Approach to Natural Low-light Image Enhancement  KG Lore, A Akintayo, S Sarkar
2015   Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image via Fisher Vector  B Lei, EL Tan, S Chen, L Zhuo, S Li, D Ni, T Wang
2015   Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation  HC Shin, L Lu, L Kim, A Seff, J Yao, RM Summers
2015   Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network  MD McDonnell, T Vladusich
2015   Cannet: Context Aware Nonlocal Convolutional Networks For Semantic Image Segmentation  L Ran, Y Zhang
2015   Learning representative and discriminative image representation by deep appearance and spatial coding  B Liu, J Liu, H Lu
2015   Image Classification Using Images with Separate Grayscale and Color Channels  H Jin, T Le Paine, J Yang, Z Lin, JW Brandt
2015   DISC: Deep Image Saliency Computing via Progressive Representation Learning  T Chen, L Lin, L Liu, X Luo, X Li
2015   Accurate Image Super-Resolution Using Very Deep Convolutional Networks  J Kim, JK Lee, KM Lee
2015   Deeply-Recursive Convolutional Network for Image Super-Resolution  J Kim, JK Lee, KM Lee
2015   Non-Distortion-Specific no-reference image quality assessment: A survey  RA Manap, L Shao
2015   Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation  MF Stollenga, W Byeon, M Liwicki, J Schmidhuber
2015   An Approach to Iris Contact Lens Detection based on Deep Image Representations  P Silva, E Luz, R Baeta, D Menotti, H Pedrini
2015   System, Method And Computer-Accessible Medium For Restoring An Image Taken Through A Window  R Fergus, D Eigen, D Krishnan
2015   Is DeCAF Good Enough for Accurate Image Classification?  Y Cai, G Zhong, Y Zheng, K Huang, J Dong
2015   Learning Distributions of Image Features by Interactive Fuzzy Lattice Reasoning in Pattern Recognition Applications  VG Kaburlasos, G Papakostas
2015   Hierarchical Image Representation Using Deep Network  E Ergul, S Erturk, N Arica
2015   Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification  R Zhang, L Lin, R Zhang, W Zuo, L Zhang
2015   Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification  S Wang, Y Jiang, FL Chung, P Qian
2015   Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning  G Wu, MJ Kim, Q Wang, B Munsell, D Shen
2015   Medical Image Deep Learning with Hospital PACS Dataset  J Cho, K Lee, E Shin, G Choy, S Do
2015   Machine Learning for Simplifying the Use of Cardiac Image Databases  J Margeta
2015   Neural Self Talk: Image Understanding via Continuous Questioning and Answering  Y Yang, Y Li, C Fermuller, Y Aloimonos
2015   Action Recognition with Image Based CNN Features  M Ravanbakhsh, H Mousavi, M Rastegari, V Murino
2015   RNN Fisher Vectors for Action Recognition and Image Annotation  G Lev, G Sadeh, B Klein, L Wolf
2015   Social Media Image Analysis for Public Health  VRK Garimella, A Alfayad, I Weber
2015   Deep Learning-Based Image Kernel for Inductive Transfer  N Kumar, RD Sharma, A Karmakar, A Sethi
2015   Hierarchical Feature Learning With Dropout K-Means for Hyperspectral Image Classification  F Zhang, B Du, L Zhang, L Zhang
2015   Towards Automatic Image Editing: Learning to See another You  A Ghodrati, X Jia, M Pedersoli, T Tuytelaars
2015   Visual Language Modeling on CNN Image Representations  H Kato, T Harada
2015   Multi-layer feature extractions for image classification—Knowledge from deep CNNs  K Ueki, T Kobayashi
2015   Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning.  G Wu, MJ Kim, Q Wang, B Munsell, D Shen
2015   A Hierarchal BoW for Image Retrieval by Enhancing Feature Salience  F Jiang, HM Hu, J Zheng, B Li
2015   Distance metric learning for image and webpage comparison  MT Law
2015   On learning optimized reaction diffusion processes for effective image restoration  Y Chen, W Yu, T Pock
2015   An RGB-D based Image Set Classification for Robust Face Recognition from Kinect Data  M Hayat, M Bennamoun, AA El
2015   Novel Convolutional Neural Networks for Deep Learning and Its Applications to General Image Classification  PH Liu
2015   Single Face Image Super-Resolution via Solo Dictionary Learning  F Juefei
2015   A New Image Denoising Scheme Using Spiking Neuromorphic Systems  J Oh, J Gwak, A Rafiqueꜟ, M Jeon
2015   Fast and Accurate Image Upscaling with Super-Resolution Forests  S Schulter, C Leistner, H Bischof
2015   Learning to Answer Questions From Image using Convolutional Neural Network  L Ma, Z Lu, H Li
2015   CNN-Based Food Image Segmentation Without Pixel-Wise Annotation  W Shimoda, K Yanai
2015   Highly Accurate Food/Non-Food Image Classification Based on a Deep Convolutional Neural Network  H Kagaya, K Aizawa
2015   Learning Texture Image Prior for Super Resolution Using Restricted Boltzmann Machine  C Kang, M Hong, SI Yoo
2015   Human Activity Recognition using Binary Motion Image and Deep Learning  T Dobhal, V Shitole, G Thomas, G Navada
2015   Deep sparse coding network for image classification  S Zhou, S Zhang, J Wang
2015   FPGA emulation of a spike-based, stochastic system for real-time image dewarping  JL Molin, T Figliolia, K Sanni, I Doxas, A Andreou
2015   Denoising hybrid noises in image with stacked autoencoder  X Ye, L Wang, H Xing, L Huang
2015   Deep learning and its application to general image classification  PH Liu, SF Su, MC Chen, CC Hsiao
2015   Deep Image: Scaling up Image Recognition  R Wu, S Yan, Y Shan, Q Dang, G Sun
2015   DEFEATnet--A Deep Conventional Image Representation for Image Classification  S Gao, L Duan, I Tsang
2014   Deep Convolutional Neural Fields for Depth Estimation from a Single Image  F Liu, C Shen, G Lin
2014   Persistent Evidence of Local Image Properties in Generic ConvNets  AS Razavian, H Azizpour, A Maki, J Sullivan, CH Ek
2014   The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification  T Xiao, Y Xu, K Yang, J Zhang, Y Peng, Z Zhang
2014   Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2014   MindLab at ImageCLEF 2014: Scalable Concept Image Annotation  JA Vanegas, J Arevalo, S Otálora, F Páez
2014   Image classification via learning dissimilarity measure in non-euclidean spaces  L Chen, S Zhu, Z Li, J Hu
2014   Show and Tell: A Neural Image Caption Generator  O Vinyals, A Toshev, S Bengio, D Erhan
2014   Tensor index for large scale image retrieval  L Zheng, S Wang, P Guo, H Liang, Q Tian
2014   Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification  T Xiao, J Zhang, K Yang, Y Peng, Z Zhang
2014   Inductive Transfer Deep Hashing for Image Retrieval  X Ou, L Yan, H Ling, C Liu, M Liu
2014   Deep Convolutional Neural Network for Image Deconvolution  L Xu, JSJ Ren, C Liu, J Jia
2014   Learning deep dynamical models from image pixels  N Wahlström, TB Schön, MP Deisenroth
2014   Statistically Adaptive Image Denoising Based on Overcomplete Topographic Sparse Coding  H Zhao, J Luo, Z Huang, T Nagumo, J Murayama
2014   Image Classification with A Deep Network Model based on Compressive Sensing  Y Gan, T Zhuo, C He
2014   Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies  A Deleforge, F Forbes, S Ba, R Horaud
2014   The Application of SIFT Image Matching in the Information Query Based on MPI Acceleration  TS Li, CM Hu
2014   Image De-Noising Using Deep Learning  L Zhang, YF Nie, ZH Wang
2014   Personalized Face Image Retrieval Based On Gmkl  YS Chou, CW Su
2014   Adaptive Nonparametric Image Parsing  TV Nguyen, C Lu, J Sepulveda, S Yan
2014   Multi-View Semi-Supervised Learning Based Image Annotation  CJ Sun, SH Zhu, Z Shi
2014   MLIA at ImageCLFE 2014 Scalable Concept Image Annotation Challenge  X Xu, A Shimada, R Taniguchi
2014   CIDEr: Consensus-based Image Description Evaluation  R Vedantam, CL Zitnick, D Parikh
2014   Understanding image representations by measuring their equivariance and equivalence  K Lenc, A Vedaldi
2014   Unsupervised Feature Learning for RGB-D Image Classification  IH Jhuo, S Gao, L Zhuang, DT Lee, Y Ma
2014   Comparing Image Representations for Training a Convolutional Neural Network to Classify Gender  CB Ng, YH Tay, BM Goi
2014   Blind Image Quality Assessment on Real Distorted Images using Deep Belief Nets  D Ghadiyaram, AC Bovik
2014   Learning Mixtures of Submodular Functions for Image Collection Summarization  S Tschiatschek, RK Iyer, H Wei, JA Bilmes
2014   Learning a Recurrent Visual Representation for Image Caption Generation  X Chen, CL Zitnick
2014   Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks  Q You, J Luo, H Jin, J Yang
2014   No-reference image quality assessment with shearlet transform and deep neural Networks  Y Li, LM Po, X Xu, L Feng, F Yuan, CH Cheung
2014   Combining Newton interpolation and deep learning for image classification  Y Zhang, C Shang
2014   Advances in Empirical Risk Minimization for Image Analysis and Pattern Recognition  M Blaschko
2014   High-definition 3D Image Processing Technology for Ultrasound Diagnostic Scanners  M Ogino, T Shibahara, Y Noguchi, T Tsujita
2014   MatchBox: Indoor Image Matching via Box-like Scene Estimation  F Srajer, AG Schwing, M Pollefeys, T Pajdla
2014   Saliency-guided deep framework for image quality assessment  W Hou, X Gao
2014   Fisher Vectors Derived from Hybrid Gaussian-Laplacian Mixture Models for Image Annotation  B Klein, G Lev, G Sadeh, L Wolf
2014   Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection  G Papandreou, I Kokkinos, PA Savalle
2014   Efficient image representation for object recognition via pivots selection  B Xie, Y Liu, H Zhang, J Yu
2014   Regularized Hierarchical Feature Learning with Non-Negative Sparsity and Selectivity for Image Classification  B Liu, J Liu, X Bai, H Lu
2014   Early Hierarchical Contexts Learned by Convolutional Networks for Image Segmentation  Z Wu, Y Huang, Y Yu, L Wang, T Tan
2014   Learning Convolutional NonLinear Features for K Nearest Neighbor Image Classification  W Ren, Y Yu, J Zhang, K Huang
2014   Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification  X Peng, R Yan, B Zhao, H Tang, Z Yi
2014   Brain CT Image Classification with Deep Neural Networks  C Da, H Zhang, Y Sang
2014   Single image super-resolution via L0 image smoothing  Z Liu, Q Huang, J Li, Q Wang
2014   Image Recognition Using Convolutional Neural Networks  DY Amit
2014   Deep Model for Classification of Hyperspectral image using Restricted Boltzmann Machine  ME Midhun, SR Nair, VT Prabhakar, SS Kumar
2014   Deep Learning for Content-Based Image Retrieval: A Comprehensive Study  J Wan, D Wang, SCH Hoi, P Wu, J Zhu, Y Zhang, J Li