Deep Learning Publication Navigator - subtopic: cnn


Year TitleAuthor
2017   CNN for situations understanding based on sentiment analysis of twitter data  S Liao, J Wang, R Yu, K Sato, Z Cheng
2017   Efficient Pre-Processor for CNN  M Mody, M Mathew, S Jagannathan
2017   Cnn Based Retinal Image Upscaling Using Zero Component Analysis.  A Nasonov, K Chesnakov, A Krylov
2017   Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression  AS Jackson, A Bulat, V Argyriou, G Tzimiropoulos
2017   Multi-view longitudinal CNN for multiple sclerosis lesion segmentation  A Birenbaum, H Greenspan
2017   ME R-CNN: Multi-Expert Region-based CNN for Object Detection  H Lee, S Eum, H Kwon
2017   Augmenting data when training a CNN for retinal vessel segmentation: How to warp?  A Oliveira, S Pereira, CA Silva
2017   Going Deeper with Contextual CNN for Hyperspectral Image Classification  H Lee, H Kwon
2017   A landslide intelligent detection method based on CNN and RSG_R  H Yu, Y Ma, L Wang, Y Zhai, X Wang
2017   Cost-Effective Class-Imbalance Aware CNN for Vehicle Localization and Categorization in High Resolution Aerial Images  F Li, S Li, C Zhu, X Lan, H Chang
2017   Turn Signal Detection During Nighttime by CNN Detector and Perceptual Hashing Tracking  L Chen, X Hu, T Xu, H Kuang, Q Li
2017   Three-Class Mammogram Classification Based on Descriptive CNN Features  MM Jadoon, Q Zhang, IU Haq, S Butt, A Jadoon
2017   The parallelization of convolution on a CNN using a SIMT based GPGPU  H Jeon, K Lee, S Han, K Lee
2017   GCN: GPU-Based Cube CNN Framework for Hyperspectral Image Classification  H Dong, T Li, J Leng, L Kong, G Bai
2017   Apparent Age Estimation with CNN  Z Zhang
2017   Spectral Analysis of CNN for Tomato Disease Identification  A Fuentes, DH Im, S Yoon, DS Park
2017   A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification  W Lotter, G Sorensen, D Cox
2017   Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling  S Lai, L Jin, W Yang
2017   Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network  J Yamanaka, S Kuwashima, T Kurita
2017   Road Structure Refined CNN for Road Extraction in Aerial Image  Y Wei, Z Wang, M Xu
2017   Comparison between Backpropagation and CNN for the Recognition of Traffic Signs  JE Zafra, RJ Moreno, RD Hernández
2017   基于火焰图像 Cnn 的转炉炼钢吹炼终点判断方法  江帆, 刘辉, 王彬, 孙晓峰
2017   Modeling the Intra-class Variability for Liver Lesion Detection using a Multi-class Patch-based CNN  M Frid
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   Prediction of visual attention with deep CNN on artificially degraded videos for studies of attention of patients with Dementia  S Chaabouni, J Benois
2017   Vehicle Color Recognition with Vehicle-Color Saliency Detection and Dual-Orientational Dimensionality Reduction of CNN Deep Features  Q Zhang, J Li, L Zhuo, H Zhang, X Li
2017   Facial attractiveness computation by label distribution learning with deep CNN and geometric features  S Liu, B Li, YY Fan, Z Quo, A Samal
2016   G-MS2F: GoogLeNet based Multi-Stage Feature Fusion of Deep CNN for Scene Recognition  P Tang, H Wang, S Kwong
2016   Dense CNN Learning with Equivalent Mappings  J Wu, CW Xie, JH Luo
2016   Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups  Y Ioannou, D Robertson, R Cipolla, A Criminisi
2016   Design of a Processing Structure of CNN Algorithm using Filter Buffers  KH Lee, JM Jeong, JJ Park
2016   Medical Image Description Using Multi-task-loss CNN  P Kisilev, E Sason, E Barkan, S Hashoul
2016   CNN for License Plate Motion Deblurring  P Svoboda, M Hradis, L Marsik, P Zemcik
2016   Systematic evaluation of CNN advances on the ImageNet  D Mishkin, N Sergievskiy, J Matas
2016   A New Design Based-SVM of the CNN Classifier Architecture with Dropout for Offline Arabic Handwritten Recognition  M Elleuch, R Maalej, M Kherallah
2016   Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features  T Tamaki, S Sonoyama, T Hirakawa, B Raytchev
2016   Part-Stacked CNN for Fine-Grained Visual Categorization  S Huang, Z Xu, D Tao, Y Zhang
2016   Learning Representations for Steganalysis from Regularized CNN Model with Auxiliary Tasks  Y Qian, J Dong, W Wang, T Tan
2016   Saliency Driven Object recognition in egocentric videos with deep CNN  PPS Roman, J Benois
2016   Baseline CNN structure analysis for facial expression recognition  M Shin, M Kim, DS Kwon
2016   Contextual Deep CNN Based Hyperspectral Classification  H Lee, H Kwon
2016   Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue  R Garg, VK BG, I Reid
2016   Face Attribute Prediction with classification CNN  Y Zhong, J Sullivan, H Li
2016   Eye feature points detection by CNN with strict geometric constraint  C Meng, X Zhao, M Feng, S Chang
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   CNN vs. SIFT for Image Retrieval: Alternative or Complementary?  K Yan, Y Wang, D Liang, T Huang, Y Tian
2016   Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection  M Ravanbakhsh, M Nabi, H Mousavi, E Sangineto
2016   Two-stream contextualized CNN for fine-grained image classification  J Liu, C Gao, D Meng, W Zuo
2016   Prediction of visual attention with Deep CNN for studies of neurodegenerative diseases  S Chaabouni, F Tison, J Benois
2016   A Fractal-based CNN for Detecting Complicated Curves in AFM Images  H Xu, J Yan, N Persson, H Zha
2016   Detecting State of Aggression in Sentences Using CNN  D Gordeev
2016   Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising  K Zhang, W Zuo, Y Chen, D Meng, L Zhang
2016   Fusion and Binarization of CNN Features for Robust Topological Localization across Seasons  R Arroyo, PF Alcantarilla, LM Bergasa, E Romera
2016   CNN based texture synthesize with Semantic segment  X Liang, B Zhuo, P Li, L He
2016   Rejecting Character Recognition Errors Using CNN Based Confidence Estimation  P LI, L PENG, J WEN
2016   A CNN Cascade for Landmark Guided Semantic Part Segmentation}  A Jackson, M Valstar, G Tzimiropoulos
2016   CNN based learning: object classificatio n on images from Aerial Photography  J Liu, M Yang
2016   An Implementation of Intelligent Surveillance Bot System based on Robust CNN Algorithm  MS An, DS Kang
2016   Human Pose Estimation in Space and Time using 3D CNN  A Grinciunaite, A Gudi, E Tasli, M Uyl
2016   Energy-Efficient CNN Implementation on a Deeply Pipelined FPGA Cluster  C Zhang, D Wu, J Sun, G Sun, G Luo, J Cong
2016   Person Re-Identification Using CNN Features Learned from Combination of Attributes  T Matsukawa, E Suzuki
2016   Beyond Frame-level CNN: Saliency-aware 3D CNN with LSTM for Video Action Recognition  J Song, H Shen
2015   Unconstrained Face Verification using Deep CNN Features  JC Chen, VM Patel, R Chellappa
2015   Evaluating Two-Stream CNN for Video Classification  H Ye, Z Wu, RW Zhao, X Wang, YG Jiang, X Xue
2015   Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification  R Wu, B Wang, W Wang, Y Yu
2015   Online Object Tracking Based on CNN with Metropolis-Hasting Re-Sampling  X Zhou, L Xie, P Zhang, Y Zhang
2015   Object detection via a multi-region & semantic segmentation-aware CNN model  S Gidaris, N Komodakis
2015   A discriminative cascade CNN model for offline handwritten digit recognition  S Pan, Y Wang, C Liu, X Ding
2015   Surface object recognition with CNN and SVM in Landsat 8 images  T Ishii, R Nakamura, H Nakada, Y Mochizuki
2015   Joint embeddings of shapes and images via CNN image purification  Y Li, H Su, CR Qi, N Fish, D Cohen
2015   CNN optimizations for embedded systems and FFT  A Vasilyev
2015   Indexing of CNN Features for Large Scale Image Search  R Liu, Y Zhao, S Wei, Z Zhu, L Liao, S Qiu
2015   SAR ATR based on dividing CNN into CAE and SNN  X Li, C Li, P Wang, Z Men, H Xu
2015   CRF Learning with CNN Features for Image Segmentation  F Liu, G Lin, C Shen
2015   Cross-media Topic Detection with Refined CNN based Image-Dominant Topic Model  Z Wang, L Li, Q Huang
2015   Character-level Chinese Writer Identification using Path Signature Feature, DropStroke and Deep CNN  W Yang, L Jin, M Liu
2015   Off-the-Shelf CNN Features for Fine-Grained Classification of Vessels in a Maritime Environment  F Bousetouane, B Morris
2015   P-CNN: Pose-based CNN Features for Action Recognition  G Chéron, I Laptev, C Schmid
2015   Compact CNN for Indexing Egocentric Videos  Y Poleg, A Ephrat, S Peleg, C Arora
2015   How Well Can a CNN Marginalize Simple Nuisances It is Designed for?  N Karianakis, J Dong, S Soatto
2015   Deep CNN Ensemble with Data Augmentation for Object Detection  J Guo, S Gould
2015   Action Recognition with Image Based CNN Features  M Ravanbakhsh, H Mousavi, M Rastegari, V Murino
2015   Accurate Object Detection and Semantic Segmentation using Gaussian Mixture Model and CNN  S Jain, S Dehriya, YK Jain
2015   A Lightened CNN for Deep Face Representation  X Wu, R He, Z Sun
2015   Fingertip in the Eye: A cascaded CNN pipeline for the real-time fingertip detection in egocentric videos  X Liu, Y Huang, X Zhang, L Jin
2015   Visual Language Modeling on CNN Image Representations  H Kato, T Harada
2015   Logo Recognition Using CNN Features  S Bianco, M Buzzelli, D Mazzini, R Schettini
2015   Human head detection based on multi-stage CNN with voting strategy  T Rui, J Fei, Y Zhou, J Tang, H Fang
2015   The AdaBoost algorithm for vehicle detection based on CNN features  X Song, T Rui, Z Zha, X Wang, H Fang
2014   Speech Emotion Recognition Using CNN  Z Huang, M Dong, Q Mao, Y Zhan
2014   Scene Recognition Using Mid-level features from CNN  A Singh, A Raj, VK Gupta
2014   Real-time object recognition and orientation estimation using an event-based camera and CNN  R Ghosh, A Mishra, G Orchard, NV Thakor