Deep Learning Publication Navigator - subtopic: deep convolutional


Year TitleAuthor
2017   Video super-resolution reconstruction based on deep convolutional neural network and spatio-temporal similarity  L Linghui, D Junping, L Meiyu, R Nan, F Dan
2017   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Scene Segmentation  V Badrinarayanan, A Kendall, R Cipolla
2017   Infrared variation reduction by simultaneous background suppression and target contrast enhancement for deep convolutional neural network-based automatic target …  S Kim
2017   The application of deep convolutional neural networks to ultrasound for modelling of dynamic states within human skeletal muscle  RJ Cunningham, PJ Harding, ID Loram
2017   DCMDN: Deep Convolutional Mixture Density Network  A D'Isanto, KL Polsterer
2017   Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images  H Müller
2017   Critical Comparison of the Classification Ability of Deep Convolutional Neural Network Frameworks with Support Vector Machine Techniques in the Image …  RT Kelly
2017   Localization of the Slab Information in Factory Scenes using Deep Convolutional Neural Networks  SJ Lee, SW Kim
2017   Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks  J Li, Z Yuan, Z Li, C Ding, A Ren, Q Qiu, J Draper
2017   Invariance and Stability of Deep Convolutional Representations  A Bietti, J Mairal 
2017   Pedestrian Counting via Deep Convolutional Neural Networks In Crowded Scene  J Li, J Song
2017   Hierarchical Compression of Deep Convolutional Neural Networks on Large Scale Visual Recognition for Mobile Applications  B Kim, M Lee, J Kim, J Kim, J Lee
2017   Medical Image Retrieval using Deep Convolutional Neural Network  A Qayyum, SM Anwar, M Awais, M Majid
2017   Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection  K Gopalakrishnan, SK Khaitan, A Choudhary
2017   Image super resolution using deep convolutional network based on topology aggregation structure  F Yang, W Xu, Y Tian
2017   Pose Estimation of a Cuboid in a Controlled Environment with Deep Convolutional Neural Networks for an Industrial Application  A Froessl
2017   Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network  R Pradhan, R Aygun, M Maskey, R Ramachandran 
2017   Thermalnet: A Deep Convolutional Network For Synthetic Thermal Image Generation.  VV Kniaz, VS Gorbatsevich, VA Mizginov
2017   Visual object recognition using deep convolutional neural network  S Ahmed
2017   Monoaural Audio Source Separation Using Deep Convolutional Neural Networks  P Chandna, M Miron, J Janer, E Gómez
2017   Do Deep Convolutional Nets Really Need to be Deep and Convolutional?  G Urban, KJ Geras, SE Kahou, O Aslan, S Wang
2017   Joint Semantic and Motion Segmentation for dynamic scenes using Deep Convolutional Networks  N Haque, ND Reddy, KM Krishna
2017   Mobile Stride Length Estimation with Deep Convolutional Neural Networks  J Hannink, T Kautz, C Pasluosta, J Barth, S Schulein
2017   Pseudorehearsal Approach for Incremental Learning of Deep Convolutional Neural Networks  D Mellado, C Saavedra, S Chabert, R Salas 
2017   Generating Realistic Chinese Handwriting Characters via Deep Convolutional Generative Adversarial Networks  C Gu, J Liu, L Kong 
2017   Deep Convolutional Level Set Method for Image Segmentation  A Kristiadi, P Pranowo 
2017   Deep convolutional network for detecting probable emergency situations  TJ Rak, OV Menshikova, OP Maksymiv
2017   Deep Convolutional Factor Analyser for Multivariate Time Series Modeling  C Yuan, A Chakraborty
2017   Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint  W Xiong, B Du, L Zhang, R Hu, D Tao
2017   Abnormality Detection and Localization in Chest X-Rays using Deep Convolutional Neural Networks  MT Islam, MA Aowal, AT Minhaz, K Ashraf
2017   Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation  JU Kim, HG Kim, YM Ro
2017   Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human …  S Hong, S Kwak, B Han 
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   Deterministic and probabilistic forecasting of photovoltaic power based on deep convolutional neural network  H Wang, H Yi, J Peng, G Wang, Y Liu, H Jiang, W Liu 
2017   Object retrieval with deep convolutional features  E Mohedano, A Salvador, K McGuinness
2017   A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load  W Zhang, C Li, G Peng, Y Chen, Z Zhang
2017   Hyperspectral image classification using deep convolutional neural networks  Z Zhong, J Li 
2017   Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and Cross-Dataset Learning  M Gao, Z Xu, DJ Mollura
2017   Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks  M Meng, YJ Chua, E Wouterson, CPK Ong
2017   Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation  K Hara, R Vemulapalli, R Chellappa
2017   Tailoring the AI for Robotics: Fine-tuning Predefined Deep Convolutional Neural Network Model for a Narrower Class of Objects  E Bayraktar, CB Yigit, P Boyraz
2017   Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System  J Zhang, Z Shi 
2017   MSR-net: Low-light Image Enhancement Using Deep Convolutional Network  L Shen, Z Yue, F Feng, Q Chen, S Liu, J Ma 
2017   Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging  M Halicek, G Lu, JV Little, X Wang, M Patel, CC Griffith
2017   Classification of Time-Series Images Using Deep Convolutional Neural Networks  N Hatami, Y Gavet, J Debayle
2017   Facial Key Points Detection using Deep Convolutional Neural Network-NaimishNet  N Agarwal, A Krohn
2017   Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring  A Vilamala, KH Madsen, LK Hansen
2017   Reducing and Stretching Deep Convolutional Activation Features for Accurate Image Classification  G Zhong, S Yan, K Huang, Y Cai, J Dong
2017   A Deep Convolutional Neural Network for Video Sequence Background Subtraction  M Babaee, DT Dinh, G Rigoll
2017   Iris and Periocular Recognition in Arabian Race Horses Using Deep Convolutional Neural Networks  M Trokielewicz, M Szadkowski
2017   Focus classification in digital holographic microscopy using deep convolutional neural networks  T Pitkäaho, A Manninen, TJ Naughton
2017   Production-level facial performance capture using deep convolutional neural networks  S Laine, T Karras, T Aila, A Herva, S Saito, R Yu, H Li
2017   DeepPap: Deep Convolutional Networks for Cervical Cell Classification  L Zhang, L Lu, I Nogues, R Summers, S Liu, J Yao
2017   A Deep Convolutional Neural Network Based Framework for Automatic Fetal Facial Standard Plane Recognition  Z Yu, EL Tan, D Ni, J Qin, S Chen, S Li, B Lei, T Wang
2017   Constructing Fine-granularity Functional Brain Network Atlases via Deep Convolutional Autoencoder  Y Zhao, Q Dong, H Chen, A Iraji, Y Li, M Makkie, Z Kou
2017   A Novel End-to-End Classifier Using Domain Transferred Deep Convolutional Neural Networks for Biomedical Images  S Pang, Z Yu, MA Orgun
2017   Cross-Media Information Retrieval with Deep Convolutional Neural Network  L Bai, T Yu, J Guo, Z Yang, Y Xie
2017   Richer feature for image classification with super and sub kernels based on deep convolutional neural network  P Tang, H Wang
2017   Lipschitz Properties for Deep Convolutional Networks  R Balan, M Singh, D Zou
2017   Deep convolutional neural networks for detecting secondary structures in protein density maps from cryo-electron microscopy  R Li, D Si, T Zeng, S Ji, J He
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   Towards recognition of protein function based on its structure using deep convolutional networks  A Tavanaei, AS Maida, A Kaniymattam
2017   Deep Convolutional Neural Networks for All-Day Pedestrian Detection  X Zhang, G Chen, K Saruta, Y Terata
2017   Video Object Segmentation Through Deep Convolutional Networks  Y Zhang, Z He
2017   Development Of A Deep Convolutional Neural Network Based System For Object Recognition In Visible Light And Infrared Images  I YUSUF
2017   Diabetic Retinopathy Detection via Deep Convolutional Networks for Discriminative Localization and Visual Explanation  Z Wang, J Yang
2017   An Ensemble Deep Convolutional Neural Network Model with Improved DS Evidence Fusion for Bearing Fault Diagnosis  S Li, G Liu, X Tang, J Lu, J Hu
2017   Performance of Autofocus Capability of Deep Convolutional Neural Networks in Digital Holographic Microscopy  T Pitkäaho, A Manninen, TJ Naughton
2017   Towards Incremental Learning with Deep Convolutional Networks.  A Dutt
2017   Human Activity Classification with Transmission and Reflection Coefficients of On-Body Antennas through Deep Convolutional Neural Networks  Y Kim, Y Li
2017   MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction  A Tewari, M Zollhöfer, H Kim, P Garrido, F Bernard
2017   Land-Use Classification via Extreme Learning Classifier Based on Deep Convolutional Features  Q Weng, Z Mao, J Lin, W Guo
2017   Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network  J Chi, E Walia, P Babyn, J Wang, G Groot, M Eramian
2017   DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks  A Mousavi, G Dasarathy, RG Baraniuk
2017   Infrared Variation Optimized Deep Convolutional Neural Network for Robust Automatic Ground Target Recognition  S Kim, WJ Song, SH Kim
2017   Deep convolutional neural network for latent fingerprint enhancement  J Li, J Feng, CCJ Kuo
2017   Lane Marking Detection via Deep Convolutional Neural Network  Y Tian, J Gelernter, X Wang, W Chen, J Gao, Y Zhang 
2017   High-Resolution Deep Convolutional Generative Adversarial Networks  JD Curto, IC Zarza, F De La Torre, I King, MR Lyu 
2017   Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks  CM Deniz, S Hallyburton, A Welbeck, S Honig, K Cho
2017   Classification Accuracies of Malaria Infected Cells Using Deep Convolutional Neural Networks Based on Decompressed Images  Y Dong, Z Jiang, H Shen, WD Pan
2017   Visible Spectral Iris Segmentation via Deep Convolutional Network  Y He, S Wang, K Pei, M Liu, J Lai 
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   DeepGait: A Learning Deep Convolutional Representation for Gait Recognition  X Zhang, S Sun, C Li, X Zhao, Y Hu 
2017   Spotting L3 slice in CT scans using deep convolutional network and transfer learning  S Belharbi, C Chatelain, R Hérault, S Adam, S Thureau
2017   Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing  SS Sarwar, A Ankit, K Roy 
2017   Automatic identification of bone erosions in rheumatoid arthritis from hand radiographs based on deep convolutional neural network  S Murakami, K Hatano, JK Tan, H Kim, T Aoki 
2017   Deep Convolutional Neural Networks for Mental Load Classification based on EEG Data  Z Jiao, X Gao, Y Wang, J Li, H Xu 
2017   Sensitive Deep Convolutional Neural Network for Face Recognition at Large Standoffs with Small Dataset  A Jalali, R Mallipeddi, M Lee
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   Comparison of breast DCE-MRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with …  BQ Huynh, N Antropova, ML Giger
2017   Tooth labeling in cone-beam CT using deep convolutional neural network for forensic identification  Y Miki, C Muramatsu, T Hayashi, X Zhou, T Hara
2017   A Novel Multi-Frame Color Images Super-Resolution Framework based on Deep Convolutional Neural Network  Z Li, S Li, JWH Wang
2017   Discriminating Solitary Cysts from Soft Tissue Lesions in Mammography using a Pretrained Deep Convolutional Neural Network  T Kooi, B van Ginneken, N Karssemeijer, A den Heeten
2017   Learning to Invert: Signal Recovery via Deep Convolutional Networks  A Mousavi, RG Baraniuk
2017   Modeling Task fMRI Data via Deep Convolutional Autoencoder  Y Zhao, J Han, L Guo, T Liu
2017   Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features  S Manivannan, W Li, J Zhang, E Trucco, S McKenna
2017   Deep Galaxy: Classification of Galaxies based on Deep Convolutional Neural Networks  NEM Khalifa, MHN Taha, AE Hassanien, IM Selim
2017   Prediction of protein function using a deep convolutional neural network ensemble  EI Zacharaki
2017   DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy  C Wachinger, M Reuter, T Klein
2017   Patch-Based Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation  Q Sun, L Deng, J Liu, H Huang, J Yuan, X Tang
2017   Optimal Seamline Detection for Orthoimage Mosaicking by Combining Deep Convolutional Neural Network and Graph Cuts  L Li, J Yao, Y Liu, W Yuan, S Shi, S Yuan
2017   Building an Automatic Sprite Generator with Deep Convolutional Generative Adversarial Networks  L Horsley, D Perez
2017   Deep Convolutional Neural Network for Bidirectional Image-Sentence Mapping  T Yu, L Bai, J Guo, Z Yang, Y Xie
2017   A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images  J Liu, M Gong, K Qin, P Zhang
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   Multipartite Pooling for Deep Convolutional Neural Networks  A Shahriari, F Porikli 
2017   Parking Space Detection Based on A Multi-task Deep Convolutional Network with Spatial Transform  H Tran Vu, CC Huang
2017   Flower Categorization using Deep Convolutional Neural Networks  A Gurnani, V Mavani
2017   Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach  X Zhou, R Takayama, S Wang, X Zhou, T Hara, H Fujita
2017   Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks  PS Bhatia, F Reda, M Harder, Y Zhan, XS Zhou
2017   Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks  AH Abdi, C Luong, T Tsang, G Alan, S Nouranian
2017   A weakly supervised road extraction approach via deep convolutional nets based image segmentation  W Xia, N Zhong, D Geng, L Luo
2017   Normalization and dropout for stochastic computing-based deep convolutional neural networks  J Li, Z Yuan, Z Li, A Ren, C Ding, J Draper, S Nazarian 
2017   14.1 A 2.9 TOPS/W deep convolutional neural network SoC in FD-SOI 28nm for intelligent embedded systems  G Desoli, N Chawla, T Boesch, S Singh, E Guidetti
2017   Chain-NN: An Energy-Efficient 1D Chain Architecture for Accelerating Deep Convolutional Neural Networks  S Wang, D Zhou, X Han, T Yoshimura
2017   Distinguishing Cloud and Snow in Satellite Images via Deep Convolutional Network  Y Zhan, J Wang, J Shi, G Cheng, L Yao, W Sun
2017   DeepBrain: Functional Representation of Neural In-Situ Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders  I Cohen, EO David, NS Netanyahu, N Liscovitch 
2017   Deep Convolutional Neural Networks for Anomaly Event Classification on Distributed Systems  J Cheng, R Ren, L Wang, J Zhan 
2017   An Ensemble of Deep Convolutional Neural Networks for Alzheimer's Disease Detection and Classification  J Islam, Y Zhang 
2017   A new deep convolutional neural network for fast hyperspectral image classification  ME Paoletti, JM Haut, J Plaza, A Plaza 
2017   Deep Convolutional Neural Networks for Predicting Hydroxyproline in Proteins  HX Long, M Wang, HY Fu
2017   On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems  W Choi, K Duraisamy, RG Kim, JR Doppa, PP Pande 
2017   High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks  KJ Geras, S Wolfson, S Kim, L Moy, K Cho
2017   Traffic sign recognition based on deep convolutional neural network  S Yin, J Deng, D Zhang, J Du 
2017   Deep Convolutional Neural Networks for Modeling Patterns of Spaceborne Interferometric SAR Systems Signals  BA Massinas, A Doulamis, N Doulamis
2017   Pose-driven Deep Convolutional Model for Person Re-identification  C Su, J Li, S Zhang, J Xing, W Gao, Q Tian
2017   Recognition and Detection for Asphalt Pavement Crack based on Deep Convolutional Neural Networks  J Shao
2017   Detection of Liver Tumor Candidates from CT Images Using Deep Convolutional Neural Networks  Y Todoroki, XH Han, Y Iwamoto, L Lin, H Hu, YW Chen
2017   Artificial intelligence in fracture detection: transfer learning from deep convolutional neural networks  DH Kim, T MacKinnon 
2017   Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction  A Busia, N Jaitly
2017   Stochastic-Based Multi-stage Streaming Realization of a Deep Convolutional Neural Network  M Alawad, M Lin
2017   A deep convolutional neural network for brain tissue segmentation in Neonatal MRI  K Murphy, GB Boylan, AF Smeaton, K McGuinness
2017   Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results  A Ben
2017   Capacity limitations of visual search in deep convolutional neural network  E Poder
2017   Light Field Reconstruction Using Deep Convolutional Network on EPI  G Wu, M Zhao, L Wang, Q Dai, T Chai, Y Liu
2017   Improved Face Detection and Alignment using Cascade Deep Convolutional Network  W Cong, S Zhao, H Tian, J Shen
2017   Classifying histopathology whole-slides using fusion of decisions from deep convolutional network on a collection of random multi-views at multi-magnification  K Das, SPK Karri, AG Roy, J Chatterjee, D Sheet
2017   Fast deep convolutional face detection in the wild exploiting hard sample mining  D Triantafyllidou, P Nousi, A Tefas
2017   Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks  HF Yang, K Lin, CS Chen
2017   A Review of Image Recognition with Deep Convolutional Neural Network  Q Liu, N Zhang, W Yang, S Wang, Z Cui, X Chen
2017   Deep Convolutional Networks-Based Image Super-Resolution  G Lin, Q Wu, X Huang, L Qiu, X Chen
2017   Cell dynamic morphology analysis by deep convolutional features  H Li, Z Liu, F Pang, Y Shi
2017   Development of Fine-grained Pill Identification Algorithm using Deep Convolutional Network  YF Wong, HT Ng, KY Leung, KY Chan, SY Chan
2017   Hand Gesture Recognition Using Deep Convolutional Neural Networks  G Madjarov 
2017   Reconstruction of Diffusion Anisotropies Using 3D Deep Convolutional Neural Networks in Diffusion Imaging  S Koppers, M Friedrichs, D Merhof 
2017   Effects of Preprocessing in Slice-Level Classification of Interstitial Lung Disease Based on Deep Convolutional Networks  Y Chang, Ö Smedby 
2017   Application of Deep Convolutional Neural Network for Automated Detection of Myocardial Infarction Using ECG Signals  UR Acharya, H Fujita, OS Lih, Y Hagiwara, JH Tan
2017   FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks  L Wu, JZ Cheng, S Li, B Lei, T Wang, D Ni
2017   Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure  HM Bui, M Lech, E Cheng, K Neville, IS Burnett
2017   Body Joint guided 3D Deep Convolutional Descriptors for Action Recognition  C Cao, Y Zhang, C Zhang, H Lu
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   Training Deep Convolutional Neural Networks for Land-Cover Classification of High-Resolution Imagery  GJ Scott, MR England, WA Starms, RA Marcum
2017   Automatic Gleason grading of H&E stained microscopic prostate images using deep convolutional neural networks  A Gummeson, I Arvidsson, M Ohlsson, NC Overgaard
2017   Exploiting Target Data to Learn Deep Convolutional Networks for Scene-Adapted Human Detection  S Wu, S Wang, R Laganière, C Liu, HS Wong, Y Xu 
2017   A deep convolutional neural network with selection units for super-resolution  JS Choi, M Kim
2017   Cell Detection with Deep Convolutional Neural Network and Compressed Sensing  Y Xue, N Ray
2017   End-to-end recognition of slab identification numbers using a deep convolutional neural network  SJ Lee, JP Yun, G Koo, SW Kim
2017   Image Retrieval Using Fused Deep Convolutional Features  H Liu, B Li, X Lv, Y Huang
2017   DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks  A Ignatov, N Kobyshev, K Vanhoey, R Timofte
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   Content-Based Image Retrieval with Compact Deep Convolutional Features  A Alzu'bi, A Amira, N Ramzan
2017   Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks  PM Burlina, N Joshi, M Pekala, KD Pacheco
2017   FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images  D Cheng, G Meng, S Xiang, C Pan
2017   Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals  UR Acharya, SL Oh, Y Hagiwara, JH Tan, H Adeli
2017   Deep Convolutional Neural Network Inference with Floating-point Weights and Fixed-point Activations  L Lai, N Suda, V Chandra
2017   LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network  D Ramachandram, T DeVries
2017   Multi-phase Offline Signature Verification System Using Deep Convolutional Generative Adversarial Networks  Z Zhang, X Liu, Y Cui
2017   Accurate segmentation of lung fields on chest radiographs using deep convolutional networks  MR Arbabshirani, AH Dallal, C Agarwal, A Patel
2017   DeepGait: A Learning Deep Convolutional Representation for View-Invariant Gait Recognition Using Joint Bayesian  C Li, X Min, S Sun, W Lin, Z Tang
2017   A dyadic multi-resolution deep convolutional neural wavelet network for image classification  R Ejbali, M Zaied
2017   Bodhisattva head images modeling style recognition of Dazu Rock Carvings based on deep convolutional network  H Wang, Z He, Y Huang, D Chen, Z Zhou
2017   Solar Event Classification Using Deep Convolutional Neural Networks  A Kucuk, JM Banda, RA Angryk
2017   Choroid Segmentation from Optical Coherence Tomography with Graph-Edge Weights Learned from Deep Convolutional Neural Networks  X Sui, S Zhang, B Wei, H Bi, J Wu, X Pan, Y Yin
2017   Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks  J Chang, S Scherer
2017   Parametric system identification using deep convolutional neural networks  S Genc
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   A New Stochastic Computing Multiplier with Application to Deep Convolutional Neural Networks  H Sim, J Lee
2017   Face Detection through Scale-Friendly Deep Convolutional Networks  S Yang, Y Xiong, CC Loy, X Tang
2017   Deep convolutional neural networks as a decision support tool in medical problems–malignant melanoma case study  A Kwasigroch, A Mikołajczyk, M Grochowski
2017   Deep Convolutional Neural Networks for facial expression recognition  A Uçar
2017   Deep convolutional encoder-decoder network with model uncertainty for semantic segmentation  S Isobe, S Arai
2017   A Study on Deep Convolutional Neural Network Based Approaches for Person Re-identification  H Chahar, N Nain 
2017   Hyperspectral image super-resolution using deep convolutional neural network  Y Li, J Hu, X Zhao, W Xie, JJ Li
2017   Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks  H Zhao, PL Rosin, YK Lai
2017   Deep convolutional networks for human sketches by means of the evolutionary deep learning  S Fujino, N Mori, K Matsumoto
2016   AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling  S Wang, S Sun, J Xu
2016   Auc-Maximized Deep Convolutional Neural Fields For Sequence Labeling  S Wang, S Sun, J Xu
2016   Image Sentiment Analysis using Deep Convolutional Neural Networks with Domain Specific Fine Tuning  S Jindal, S Singh
2016   Exploiting deep convolutional network and patch-level CRFs for indoor semantic segmentation  X Wu, M Du, W Chen, Z Li
2016   Driver behavior recognition based on deep convolutional neural networks  S Yan, Y Teng, JS Smith, B Zhang
2016   Object recognition using deep convolutional neural networks with complete transfer and partial frozen layers  MC Kruithof, H Bouma, NM Fischer, K Schutte
2016   CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression  L Cavigelli, P Hager, L Benini
2016   SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing  A Ren, J Li, Z Li, C Ding, X Qian, Q Qiu, B Yuan
2016   Understanding Deep Convolutional Networks  S Mallat
2016   Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition  FJ Ordóñez, D Roggen
2016   Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification  C Dixit
2016   Inductive Bias of Deep Convolutional Networks through Pooling Geometry  N Cohen, A Shashua
2016   Deepmotion: a deep convolutional neural network on inertial body sensors for gait assessment in multiple sclerosis  J Gong, MD Goldman, J Lach
2016   Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network  P Ghamisi, B Höfle, XX Zhu
2016   A Study of Objectionable Images Classification with Deep Convolutional Neural Networks  TH Lee
2016   Traffic sign classification with deep convolutional neural networks  J CREDI
2016   Visualization of Deep Convolutional Neural Networks  D Li
2016   Fully Automating Graf's Method for DDH Diagnosis Using Deep Convolutional Neural Networks  D Golan, Y Donner, C Mansi, J Jaremko
2016   Deep Convolutional Neural Networks for Detection of Rail Surface Defects  S Faghih
2016   Face Occlusion Detection Using Deep Convolutional Neural Networks 3  Y Xia, B Zhang, F Coenen
2016   Semantic Segmentation Of Railway Track Images With Deep Convolutional Neural Networks  X Gibert, VM Patel, R Chellappa
2016   A Deep Convolutional Neural Network for Segmenting and Classifying Epithelial and Stromal Regions in Histopathological Images  J Xu, X Luo, G Wang, H Gilmore, A Madabhushi
2016   Classifying weight training workouts with deep convolutional neural networks: a precedent study  J Park
2016   Reduced Memory Region Based Deep Convolutional Neural Network Detection  D Tome, L Bondi, E Plebani, L Baroffio, D Pau
2016   Structured Pruning of Deep Convolutional Neural Networks  S Anwar, K Hwang, W Sung
2016   Deep Convolutional Neural Network on iOS Mobile Devices  CF Chen, GG Lee, V Sritapan, CY Lin
2016   Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks  B Lusch, J Weholt, PD Maia, JN Kutz
2016   Beam Search for Learning a Deep Convolutional Neural Network of 3D Shapes  X Xu, S Todorovic
2016   Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images  W Li, P Cao, D Zhao, J Wang
2016   Very Deep Convolutional Networks for Natural Language Processing  A Conneau, H Schwenk, L Barrault, Y Lecun
2016   DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2016   Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs  D Li, X Chen, M Becchi, Z Zong
2016   WaveNet: a deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction  E Kan, J Min, JC Ye
2016   Historical Manuscript Production Date Estimation using Deep Convolutional Neural Networks  F Wahlberg, W Tomas, B Anders
2016   Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network  S Hong, J Oh, B Han, H Lee
2016   3D Mesh Labeling via Deep Convolutional Neural Networks  K Guo, D Zou, X Chen
2016   Relative attributes with deep Convolutional Neural Network  DJ Kim, D Yoo, S Im, N Kim, T Sirinukulwattana
2016   Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life  GS Babu, P Zhao, XL Li
2016   Hyperspectral image reconstruction by deep convolutional neural network for classification  Y Li, W Xie, H Li
2016   Fast and robust segmentation of the striatum using deep convolutional neural networks  H Choi, KH Jin
2016   A Fast Deep Convolutional Neural Network for Face Detection in Big Visual Data  D Triantafyllidou, A Tefas
2016   Thorax disease diagnosis using deep convolutional neural network  J Chen, X Qi, O Tervonen, O Silvén, G Zhao
2016   From On-Road to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of Off-Road Scenes  CJ Holder, TP Breckon, X Wei
2016   Deep Convolutional Neural Network for Inverse Problems in Imaging  KH Jin, MT McCann, E Froustey, M Unser
2016   Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings  FC Morabito, M Campolo, C Ieracitano, JM Ebadi
2016   Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks  J Xie, R Girshick, A Farhadi
2016   End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation  W Yang, W Ouyang, H Li, X Wang
2016   Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks  LG Hafemann, R Sabourin, LS Oliveira
2016   Muon Neutrino Disappearance in NOvA with a Deep Convolutional Neural Network Classifier  D Rocco
2016   Classification of human activity on water through micro-Dopplers using deep convolutional neural networks  Y Kim, T Moon
2016   Relevance Feedback in Deep Convolutional Neural Networks for Content Based Image Retrieval  M Tzelepi, A Tefas
2016   DeepCAMP: Deep Convolutional Action & Attribute Mid-Level Patterns  A Diba, AM Pazandeh, H Pirsiavash, L Van Gool
2016   Advances in Very Deep Convolutional Neural Networks for LVCSR  T Sercu, V Goel
2016   Image Assessment Using Deep Convolutional Neural Networks  Z Lin, H Jin, J Yang
2016   MUST-CNN: A MUltilayer Shift-and-sTitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction  Z Lin, Y Qi
2016   PersonNet: Person Re-identification with Deep Convolutional Neural Networks  L Wu, C Shen, A Hengel
2016   ZooplanktoNet: Deep convolutional network for zooplankton classification  J Dai, R Wang, H Zheng, G Ji, X Qiao
2016   Insect Classification With Heirarchical Deep Convolutional Neural Networks  J Glick, K Miller
2016   Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video  A Akintayo, KG Lore, S Sarkar, S Sarkar
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   Multi-focus image fusion with a deep convolutional neural network  Y Liu, X Chen, H Peng, Z Wang
2016   Real-time Traffic Sign Recognition system with deep convolutional neural network  S Jung, U Lee, J Jung, DH Shim
2016   A Self-Driving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware  T Hwu, J Isbell, N Oros, J Krichmar
2016   A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography  T Kooi, A Gubern
2016   Classification of dermoscopy patterns using deep convolutional neural networks  S Demyanov, R Chakravorty, M Abedini, A Halpern
2016   Aspect Extraction for Opinion Miningwith a Deep Convolutional Neural Network  S Poria, E Cambria, A Gelbukh
2016   Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation  M Ghafoorian, N Karssemeijer, T Heskes
2016   Large Scale Indexing and Searching Deep Convolutional Neural Network Features  G Amato, F Debole, F Falchi, C Gennaro, F Rabitti
2016   [Paper] Visual Instance Retrieval with Deep Convolutional Networks  AS Razavian, J Sullivan, S Carlsson, A Maki
2016   Deep Depth Super-Resolution: Learning Depth Super-Resolution using Deep Convolutional Neural Network  X Song, Y Dai, X Qin
2016   Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection  D Weimer, B Scholz
2016   Parametric Exponential Linear Unit for Deep Convolutional Neural Networks  L Trottier, P Giguère, B Chaib
2016   Deep convolutional neural networks for predominant instrument recognition in polyphonic music  Y Han, J Kim, K Lee
2016   EEG-based prediction of driver's cognitive performance by deep convolutional neural network  M Hajinoroozi, Z Mao, TP Jung, CT Lin, Y Huang
2016   FPGA-based Accelerator for Deep Convolutional Neural Networks for the SPARK Environment  R Morcel, M Ezzeddine, H Akkary
2016   Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus  F Zhang, F Duarte, R Ma, D Milioris, H Lin, C Ratti
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   Deep Convolutional Neural Networks for Human Embryonic Cell Counting  A Khan, S Gould, M Salzmann
2016   Robotic Grasp Detection using Deep Convolutional Neural Networks  S Kumra, C Kanan
2016   Natural Image Matting Using Deep Convolutional Neural Networks  D Cho, YW Tai, I Kweon
2016   Accurate segmentation of nuclei in pathological images via sparse reconstruction and deep convolutional networks  X Pan, L Li, H Yang, Z Liu, J Yang, L Zhao, Y Fan
2016   Understanding the Effective Receptive Field in Deep Convolutional Neural Networks  W Luo, Y Li, R Urtasun, R Zemel
2016   Deep Convolutional Neural Network Classifier for Handwritten Devanagari Character Recognition  P Singh, A Verma, NS Chaudhari
2016   Partial discharge patterns recognition with deep Convolutional Neural Networks  G Li, M Rong, X Wang, X Li, Y Li
2016   Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks  Y Zhou, H Wang, F Xu, YQ Jin
2016   Very high resolution images classification by fine tuning deep convolutional neural networks  M Iftene, Q Liu, Y Wang
2016   Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets  Y Liu, E Racah, J Correa, A Khosrowshahi, D Lavers
2016   TraCount: a deep convolutional neural network for highly overlapping vehicle counting  S Surya, RV Babu
2016   Low complexity encoder for feedback-channel-free distributed video coding using deep convolutional neural networks at the decoder  PR Bhagath, J Mukherjee, S Mukopadhayay
2016   Real-time target detection and recognition with deep convolutional networks for intelligent visual surveillance  W Xu, J He, HL Zhang, B Mao, J Cao
2016   Supervised Image Classification Using Deep Convolutional Wavelets Network  S Hassairi, R Ejbali, M Zaied
2016   Deep Convolutional Neural Networks for Multi-instance Multi-task Learning  T Zeng, S Ji
2016   Hierarchical committee of deep convolutional neural networks for robust facial expression recognition  BK Kim, J Roh, SY Dong, SY Lee
2016   Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning  HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao
2016   Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks  YH Chen, T Krishna, J Emer, V Sze
2016   Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier  M Panda, V Vihar
2016   Attribute Classification for Transformer Substation Based on Deep Convolutional Network  J Wu, D Su, H Xu, S Pang, W Luo
2016   Visual and Textual Sentiment Analysis of a Microblog Using Deep Convolutional Neural Networks  Y Yu, H Lin, J Meng, Z Zhao
2016   Pornographic Image Detection Utilizing Deep Convolutional Neural Networks  F Nian, T Li, Y Wang, M Xu, J Wu
2016   Accelerating Deep Convolutional Networks using low-precision and sparsity  G Venkatesh, E Nurvitadhi, D Marr
2016   Super Resolution of the Partial Pixelated Images With Deep Convolutional Neural Network  H Mao, Y Wu, J Li, Y Fu
2016   Open-set plant identification using an ensemble of deep convolutional neural networks  M Mehdipour Ghazi, B Yanıkoğlu, E Aptoula
2016   DeepSense: A GPU-based Deep Convolutional Neural Network Framework on Commodity Mobile Devices  LN Huynh, RK Balan, Y Lee
2016   Deep convolutional networks for automated detection of posterior-element fractures on spine CT  HR Roth, Y Wang, J Yao, L Lu, JE Burns, RM Summers
2016   Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network  M Anthimopoulos, S Christodoulidis, L Ebner, A Christe
2016   Shallow and Deep Convolutional Networks for Saliency Prediction  J Pan, K McGuinness, E Sayrol, N O'Connor
2016   Camera identification with deep convolutional networks  L Baroffio, L Bondi, P Bestagini, S Tubaro
2016   Deep Convolutional Extreme Learning Machine and Its Application in Handwritten Digit Classification  S Pang, Y Xinyi
2016   Rank-based pooling for deep convolutional neural networks  Z Shi, Y Ye, Y Wu
2016   Deep Convolutional Neural Networks for Forest Fire Detection  Q Zhang, J Xu, L Xu, H Guo
2016   M $^ 2$ S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection  M Lingxun, L Yan
2016   3D-based Deep Convolutional Neural Network for Action Recognition with Depth Sequences  Z Liu, C Zhang, Y Tian
2016   Churn analysis using deep convolutional neural networks and autoencoders  A Wangperawong, C Brun, O Laudy, R Pavasuthipaisit
2016   Detection and Diagnosis of Breast Tumors using Deep Convolutional Neural Networks  JD Gallego
2016   String representations and distances in deep convolutional neural networks for image classification  C Barat, C Ducottet
2016   Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap Images using Very Deep Convolutional Neural Networks  A Gomez, A Salazar
2016   Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)?  G Urban, KJ Geras, SE Kahou, O Aslan, S Wang
2016   Star-galaxy Classification Using Deep Convolutional Neural Networks  EJ Kim, RJ Brunner
2016   Stroke Sequence-Dependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition  B Hu, X Liu, X Wu, Q Chen
2016   High-Throughput Classification of Radiographs Using Deep Convolutional Neural Networks  A Rajkomar, S Lingam, AG Taylor, M Blum, J Mongan
2016   Transferred Deep Convolutional Neural Network Features for Extensive Facial Landmark Localization  S Zhang, H Yang, ZP YIN
2016   Single-Cell Phenotype Classification Using Deep Convolutional Neural Networks.  O Dürr, B Sick
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   Road crack detection using deep convolutional neural network  L Zhang, F Yang, YD Zhang, YJ Zhu
2016   Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks  D Lévy, A Jain
2016   Memory Efficient Nonuniform Quantization for Deep Convolutional Neural Network  F Sun, J Lin
2016   Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks  DD Lin, SS Talathi
2016   Blind Super-Resolution with Deep Convolutional Neural Networks  C Peyrard, M Baccouche, C Garcia
2016   Deep Convolutional Neural Networks for Classifying Body Constitution  H Li, B Xu, N Wang, J Liu
2016   Revisiting Deep Convolutional Neural Networks for RGB-D Based Object Recognition  L Madai
2016   DeepPainter: Painter Classification Using Deep Convolutional Autoencoders  OE David, NS Netanyahu
2016   Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks  A Mousavian, H Pirsiavash, J Kosecka
2016   Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection  N Takahashi, M Gygli, B Pfister, L Van Gool
2016   Refining Architectures of Deep Convolutional Neural Networks  S Shankar, D Robertson, Y Ioannou, A Criminisi
2016   The Precise Vehicle Retrieval in Traffic Surveillance with Deep Convolutional Neural Networks  B Su, J Shao, J Zhou, X Zhang, L Mei, C Hu
2016   Image Colorization Using a Deep Convolutional Neural Network  T Nguyen, K Mori, R Thawonmas
2016   Food Image Recognition Using Very Deep Convolutional Networks  H Hassannejad, G Matrella, P Ciampolini, I De Munari
2016   Growing Random Forest on Deep Convolutional Neural Networks for Scene Categorization  S Bai
2016   Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks  J Hannink, T Kautz, CF Pasluosta, J Klucken
2016   DeepTLR: A single deep convolutional network for detection and classification of traffic lights  M Weber, P Wolf, JM Zöllner
2016   Space Object classification using deep Convolutional Neural Networks  R Linares, R Furfaro
2016   Face Alignment by Deep Convolutional Network with Adaptive Learning Rate  Z Shao, S Ding, H Zhu, C Wang, L Ma
2016   Photograph aesthetical evaluation and classification with Deep Convolutional Neural Networks  Y Tan, P Tang, Y Zhou, W Luo, Y Kang, G Li
2016   Deep Convolutional Neural Network for 6-DOF Image Localization  D Jia, Y Su, C Li
2016   Fine-tuning deep convolutional neural networks for distinguishing illustrations from photographs  G Gando, T Yamada, H Sato, S Oyama, M Kurihara
2016   AUCpreD: proteome-level protein disorder prediction by AUC-maximized deep convolutional neural fields  S Wang, J Ma, J Xu
2016   Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations  FJ Ordonez Morales, D Roggen
2016   Digital mammographic tumor classification using transfer learning from deep convolutional neural networks  BQ Huynh, H Li, ML Giger
2016   Context-aware Deep Convolutional Neural Networks for Industrial Inspection  D Weimer, AY Benggolo, M Freitag
2016   CrowdNet: A Deep Convolutional Network for Dense Crowd Counting  L Boominathan, SSS Kruthiventi, RV Babu
2016   Robot grasp detection using multimodal deep convolutional neural networks  Z Wang, Z Li, B Wang, H Liu
2016   Animal Identification in Low Quality Camera-Trap Images Using Very Deep Convolutional Neural Networks and Confidence Thresholds  A Gomez, G Diez, A Salazar, A Diaz
2016   Intrinsic Image Decomposition Using Deep Convolutional Networks  M Vitelli
2016   Measuring Customer Behavior with Deep Convolutional Neural Networks  V Albu
2016   Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images  D Maji, A Santara, P Mitra, D Sheet
2016   Multi-task deep convolutional neural networks for efficient and robust traffic lane detection  X Mei, DV Prokhorov, J Li, D Tao
2016   Incorporating Image Priors with Deep Convolutional Neural Networks for Image Super-Resolution  Y Liang, J Wang, S Zhou, Y Gong, N Zheng
2016   Automatic abdominal multi-organ segmentation using deep convolutional neural network and time-implicit level sets  P Hu, F Wu, J Peng, Y Bao, F Chen, D Kong
2016   Smile detection in the wild with deep convolutional neural networks  J Chen, Q Ou, Z Chi, H Fu
2016   Ceci n'est pas une pipe: A Deep Convolutional Network for Fine-art Paintings Classification  WR Tan, CS Chan, HE Aguirre, K Tanaka
2016   Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics  JA Quinn, R Nakasi, PKB Mugagga, P Byanyima
2016   Radio Frequency Interference mitigation using deep convolutional neural networks  J Akeret, C Chang, A Lucchi, A Refregier
2016   Prognostics of Combustion Instabilities from Hi-speed Flame Video using A Deep Convolutional Selective Autoencoder  A Akintayo, KG Lore, S Sarkar, S Sarkar
2016   Garments Texture Design Class Identification Using Deep Convolutional Neural Network  SMS Islam, EK Dey, MNA Tawhid, BMM Hossain
2015   Multiclass classification based on a deep convolutional network for head pose estimation  CAI Ying, M YANG, LI Jun
2015   Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
2015   Deep convolutional neural networks for ATR from SAR imagery  DAE Morgan
2015   A New Multi-channels Sequence Recognition Framework Using Deep Convolutional Neural Network  R Zhang, C Li, D Jia
2015   High-Resolution SAR Image Classification via Deep Convolutional Autoencoders  J Geng, J Fan, H Wang, X Ma, B Li, F Chen
2015   Modeling the intronic regulation of Alternative Splicing using Deep Convolutional Neural Nets  J Linder
2015   Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction  Y Zhang, K Sohn, R Villegas, G Pan, H Lee
2015   Multi-view Face Detection Using Deep Convolutional Neural Networks  SS Farfade, M Saberian, LJ Li
2015   Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network  HR Roth, J Yao, L Lu, J Stieger, JE Burns
2015   DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation  HR Roth, L Lu, A Farag, HC Shin, J Liu, E Turkbey
2015   Learning features from Improved Dense Trajectories using deep convolutional networks for Human Activity Recognition  S Muralidharan, BC Burnaby, M Javan, QC Montreal
2015   Multi-facet Learning using Deep Convolutional Neural Network for Person-Related Categories in Photos  L Cao, Z Yan, JR Smith
2015   SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet  L Zhang, D Zhang
2015   Deep Convolutional Neural Networks for Automated Scoring of Constructed Responses  D Higgins, L Chen, M Heilman, K Zechner, N Madnani
2015   Simultaneous classification of several features of a person's appearance using a deep convolutional neural network  AI Kukharenko, AS Konushin
2015   A Generative Model for Deep Convolutional Learning  Y Pu, X Yuan, L Carin
2015   Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition  B Liu, J Liu, J Wang, H Lu
2015   Deep Convolutional Neural Networks for Smile Recognition  PO Glauner
2015   Pedestrian detection based on deep convolutional neural network with ensemble inference network  H Fukui, T Yamashita, Y Yamauchi, H Fujiyoshi
2015   Deep Convolutional Networks are Hierarchical Kernel Machines  F Anselmi, L Rosasco, CTT Poggio
2015   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation  V Badrinarayanan, A Kendall, R Cipolla
2015   Action Recognition From Depth Maps Using Deep Convolutional Neural Networks  P Wang, W Li, Z Gao, J Zhang, C Tang, PO Ogunbona
2015   Vehicle Color Recognition in The Surveillance with Deep Convolutional Neural Networks  B Su, J Shao, J Zhou, X Zhang, L Mei
2015   DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition  W Yang, L Jin, D Tao, Z Xie, Z Feng
2015   Deep convolutional neural networks for classifying GPR B-scans  LE Besaw, PJ Stimac
2015   AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction in Structure-based Drug Discovery  I Wallach, M Dzamba, A Heifets
2015   Deep convolutional neural networks for pedestrian detection  D Tomè, F Monti, L Baroffio, L Bondi, M Tagliasacchi
2015   DeepChart: Combining Deep Convolutional Networks and Deep Belief Networks in Chart Classification  B Tang, X Liu, J Lei, M Song, D Tao, S Sun, F Dong
2015   Nonlinear Metric Learning with Deep Convolutional Neural Network for Face Verification  R Huang, F Lang, C Shu
2015   Boosting-Like Deep Convolutional Network for Pedestrian Detection  L Wang, B Zhang, W Yang
2015   Learning The Structure of Deep Convolutional Networks  J Feng, T Darrell
2015   Deep convolutional architecture for natural image denoising  X Wang, Q Tao, L Wang, D Li, M Zhang
2015   Learning a Deep Convolutional Network for Light-Field Image Super-Resolution  Y Yoon, HG Jeon, D Yoo, JY Lee, I Kweon
2015   Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery  F Hu, GS Xia, J Hu, L Zhang
2015   Non-Linear Text Regression with a Deep Convolutional Neural Network  Z Bitvai, T Cohn
2015   Deep Convolutional Neural Networks for Action Recognition Using Depth Map Sequences  P Wang, W Li, Z Gao, J Zhang, C Tang, P Ogunbona
2015   Deep Convolutional Network for Handwritten Chinese Character Recognition  Y Zhang
2015   Deep Convolutional Inverse Graphics Network  TD Kulkarni, W Whitney, P Kohli, JB Tenenbaum
2015   A Study of General Fine-Grained Classification with Deep Convolutional Neural Networks  TH Lee
2015   Cascade Of Classifiers Based On Binary, Non-Binary And Deep Convolutional Network Descriptors For Video Concept Detection  F Markatopoulou, V Mezaris, I Patras
2015   Deep Convolutional Neural Networks for Hyperspectral Image Classification  W Hu, Y Huang, W Li, F Zhang, H Li
2015   Deep Convolutional Neural Networks for Object Extraction from High Spatial Resolution Remotely Sensed Imagery  Y Shu
2015   A taxonomy of Deep Convolutional Neural Nets for Computer Vision  S Srinivas, RK Sarvadevabhatla, KR Mopuri, N Prabhu
2015   Learning Deep Convolutional Neural Networks for Places2 Scene Recognition  L Shen, Z Lin, Q Huang
2015   Twitter Sentiment Analysis Using Deep Convolutional Neural Network  D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski
2015   Multi-Scale Pyramid Pooling for Deep Convolutional Representation  D Yoo, S Park, JY Lee, I Kweon
2015   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling  V Badrinarayanan, A Handa, R Cipolla
2015   DeepCough: A Deep Convolutional Neural Network in A Wearable Cough Detection System  J Amoh, K Odame
2015   Aircraft Detection by Deep Convolutional Neural Networks  X Chen, S Xiang, CL Liu, CH Pan
2015   Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation  DL Richmond, D Kainmueller, MY Yang, EW Myers
2015   Food image recognition using deep convolutional network with pre-training and fine-tuning  K Yanai, Y Kawano
2015   Classifying Digestive Organs in Wireless Capsule Endoscopy Images Based on Deep Convolutional Neural Network  Y Zou, L Li, Y Wang, J Yu, Y Li, WJ Deng
2015   DeepCNF-D: Predicting Protein Order/Disorder Regions by Weighted Deep Convolutional Neural Fields  S Wang, S Weng, J Ma, Q Tang
2015   Nonparametric Scene Parsing With Deep Convolutional Features And Dense Alignment  CH Ma, CT Hsu, B Huet
2015   Teaching iCub to recognize objects using deep Convolutional Neural Networks  G Pasquale, C Ciliberto, F Odone, L Rosasco, L Natale
2015   Deep Convolutional Networks on Graph-Structured Data  M Henaff, J Bruna, Y LeCun
2015   DeXpression: Deep Convolutional Neural Network for Expression Recognition  P Burkert, F Trier, MZ Afzal, A Dengel, M Liwicki
2015   Kernelized Deep Convolutional Neural Network for Describing Complex Images  Z Liu
2015   Semi-and Weakly-Supervised Semantic Segmentation with Deep Convolutional Neural Networks  Y Wang, J Liu, Y Li, H Lu
2015   Deep Convolutional Neural Networks for Brain Computer Interface using Motor Imagery  I Walker, M Deisenroth, A Faisal
2015   Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection  H Kataoka, K Iwata, Y Satoh
2015   Adaptive Cascade Deep Convolutional Neural Networks for Face Alignment  Y Dong, Y Wu
2015   Spectral–spatial classification of hyperspectral images using deep convolutional neural networks  J Yue, W Zhao, S Mao, H Liu
2015   CNNTracker: Online Discriminative Object Tracking via Deep Convolutional Neural Network  Y Chen, X Yang, B Zhong, S Pan, D Chen, H Zhang
2015   Deep Convolutional Features for Image Based Retrieval and Scene Categorization  A Mousavian, J Kosecka
2015   Maxout neurons for deep convolutional and LSTM neural networks in speech recognition  M Cai, J Liu
2015   UCT-Enhanced Deep Convolutional Neural Network for Move Recommendation in Go  S Paisarnsrisomsuk
2015   Fine-tuning deep convolutional networks for plant recognition  AK Reyes, JC Caicedo, JE Camargo
2015   Compression Artifacts Reduction by a Deep Convolutional Network  C Dong, Y Deng, CC Loy, X Tang
2015   Parametric Learning of Deep Convolutional Neural Network  R Zhong, T Tezuka
2015   Deep Convolutional Neural Networks for Multi-Modality Isointense Infant Brain Image Segmentation  W Zhang, R Li, H Deng, L Wang, W Lin, S Ji, D Shen
2015   Image Super-Resolution Using Deep Convolutional Networks  C Dong, CC Loy, K He, X Tang
2015   Protein secondary structure prediction using deep convolutional neural fields  S Wang, J Peng, J Ma, J Xu
2015   StixelNet: A Deep Convolutional Network for Obstacle Detection and Road Segmentation  D Levi, N Garnett, E Fetaya, I Herzlyia, I Rehovot
2015   Exploring Online Ad Images Using a Deep Convolutional Neural Network Approach  M Fire, J Schler
2015   Hyperparameter search for deep convolutional neural network using effect factors  Z Li, L Jin, C Yang, Z Zhong
2015   Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields  F Liu, C Shen, G Lin, I Reid
2015   Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks  C Zhang, P Li, G Sun, Y Guan, B Xiao, J Cong
2015   Fixed Point Quantization of Deep Convolutional Networks  DD Lin, SS Talathi, VS Annapureddy
2015   Automatic Segmentation of Liver Tumor in CT Images with Deep Convolutional Neural Networks  W Li, F Jia, Q Hu
2015   Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos  T Pfister, K Simonyan, J Charles, A Zisserman
2015   Accelerating Very Deep Convolutional Networks for Classification and Detection  X Zhang, J Zou, K He, J Sun
2015   Multiple deep convolutional neural networks averaging for face alignment  S Zhang, H Yang, Z Yin
2015   DeepContour: A Deep Convolutional Feature Learned by Positive-sharing Loss for Contour Detection draft version, CVPR2015  W Shen, X Wang, Y Wang, X Bai, Z Zhang
2015   Protein sequence labelling by AUC-maximized Deep Convolutional Neural Fields  S Wang, J Ma, S Sun, J Xu
2015   Accurate Image Super-Resolution Using Very Deep Convolutional Networks  J Kim, JK Lee, KM Lee
2015   On The Analysis Of Deep Convolutional Neural Networks Applied To Building Detection In Satellite Images  B KARAGÖZ
2015   Chart classification by combining deep convolutional networks and deep belief networks  X Liu, B Tang, Z Wang, X Xu, S Pu, D Tao, M Song
2015   Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks  Y Kim, T Moon
2015   Mediated Experts for Deep Convolutional Networks  S Agethen, WH Hsu
2015   Super-Resolution with Deep Convolutional Sufficient Statistics  J Bruna, P Sprechmann, Y LeCun
2015   Cross-dimensional Weighting for Aggregated Deep Convolutional Features  Y Kalantidis, C Mellina, S Osindero
2015   Sparse Coral Classification Using Deep Convolutional Neural Networks  M Elawady
2015   Deep Convolutional Neural Networks for efficient vision based tunnel inspection  K Makantasis, E Protopapadakis, A Doulamis
2015   Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding  A Kendall, V Badrinarayanan, R Cipolla
2015   Deep convolutional networks for pancreas segmentation in CT imaging  HR Roth, A Farag, L Lu, EB Turkbey, RM Summers
2015   Motion Sequence Recognition with Multi-sensors Using Deep Convolutional Neural Network  R Zhang, C Li
2015   Deep Convolutional Neural Networks On Multichannel Time Series For Human Activity Recognition  JB Yang, MN Nguyen, PP San, XL Li, S Krishnaswamy
2015   Highly Accurate Food/Non-Food Image Classification Based on a Deep Convolutional Neural Network  H Kagaya, K Aizawa
2015   Food Recognition for Dietary Assessment Using Deep Convolutional Neural Networks  S Christodoulidis, M Anthimopoulos, S Mougiakakou
2015   Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks  M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth
2015   Outdoor scene labeling using deep convolutional neural networks  W Jun, Z Chaolliang, L Shirong, W Jian
2015   Supervised Greedy Layer-Wise Training for Deep Convolutional Networks with Small Datasets  D Rueda
2015   Deep Convolutional Encoder Networks for Multiple Sclerosis Lesion Segmentation  T Brosch, Y Yoo, LYW Tang, DKB Li, A Traboulsee
2015   Kinship Verification with Deep Convolutional Neural Networks  K Zhang12, Y Huang, C Song, H Wu, L Wang
2014   Deep Convolutional Neural Fields for Depth Estimation from a Single Image  F Liu, C Shen, G Lin
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   Deep convolutional filter banks for texture recognition and segmentation  M Cimpoi, S Maji, A Vedaldi
2014   Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2014   Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks  S Sarkar, V Venugopalan, K Reddy, M Giering, J Ryde
2014   Handwritten Hangul recognition using deep convolutional neural networks  IJ Kim, X Xie
2014   DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection  W Ouyang, P Luo, X Zeng, S Qiu, Y Tian, H Li, S Yang
2014   Memory Bounded Deep Convolutional Networks  MD Collins, P Kohli
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   DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks  T Chen, D Borth, T Darrell, SF Chang
2014   Deep Convolutional Neural Network for Image Deconvolution  L Xu, JSJ Ren, C Liu, J Jia
2014   Deep convolutional neural networks for large-scale speech tasks  TN Sainath, B Kingsbury, G Saon, H Soltau
2014   Visual Sentiment Prediction with Deep Convolutional Neural Networks  C Xu, S Cetintas, KC Lee, LJ Li
2014   Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition  Y Cao, Y Chen, D Khosla
2014   An Efficient Implementation of Deep Convolutional Neural Networks on a Mobile Coprocessor  J Jin, V Gokhale, A Dundar, B Krishnamurthy, B Martini
2014   On Vectorization of Deep Convolutional Neural Networks for Vision Tasks  JSJ Ren, L Xu
2014   Move Evaluation In Go Using Deep Convolutional Neural Networks  CJ Maddison, A Huang, I Sutskever, D Silver
2014   DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection  W Ouyang, X Wang, X Zeng, S Qiu, P Luo, Y Tian, H Li
2014   Teaching Deep Convolutional Neural Networks to Play Go  C Clark, A Storkey
2014   Deep Convolutional Neural Networks With An Application Towards Geospatial Object Recognition  E BATI
2014   Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection  G Papandreou, I Kokkinos, PA Savalle
2014   Part Detector Discovery in Deep Convolutional Neural Networks  M Simon, E Rodner, J Denzler
2014   3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network  S Li, AB Chan