Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,048 papers shown

Title
Human pose estimation via Convolutional Part Heatmap Regression Adrian Bulat Georgios Tzimiropoulos 3DH 33 517 0 06 Sep 2016
A Deep Multi-Level Network for Saliency Prediction Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara FAtt 34 345 0 05 Sep 2016
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Jianxu Chen Ling Yang Yizhe Zhang M. Alber Danny Chen 40 309 0 05 Sep 2016
Deep-Anomaly: Fully Convolutional Neural Network for Fast Anomaly Detection in Crowded Scenes Mohammad Sabokrou Mohsen Fayyaz Mahmood Fathy Zahra Moayed Reinhard Klette 35 428 0 03 Sep 2016
SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques Elad Richardson Rom Herskovitz Boris Ginsburg M. Zibulevsky 42 11 0 02 Sep 2016
Temporal Convolutional Networks: A Unified Approach to Action Segmentation Colin S. Lea René Vidal A. Reiter Gregory Hager 36 741 0 29 Aug 2016
Approaching the Computational Color Constancy as a Classification Problem through Deep Learning Seoung Wug Oh Seon Joo Kim 3DV 31 100 0 29 Aug 2016
Human Action Recognition without Human Yun He Soma Shirakabe Y. Satoh Hirokatsu Kataoka 29 42 0 29 Aug 2016
Fine Hand Segmentation using Convolutional Neural Networks Tadej Vodopivec Vincent Lepetit Peter Peer 19 16 0 26 Aug 2016
Modeling and Propagating CNNs in a Tree Structure for Visual Tracking Hyeonseob Nam Mooyeol Baek Bohyung Han VOT 30 329 0 25 Aug 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 356 36,437 0 25 Aug 2016
A 4D Light-Field Dataset and CNN Architectures for Material Recognition Tingxian Wang Jun-Yan Zhu Hiroaki Ebi Manmohan Chandraker Alexei A. Efros R. Ramamoorthi 3DV 21 185 0 24 Aug 2016
Efficient Continuous Relaxations for Dense CRF Alban Desmaison Rudy Bunel Pushmeet Kohli Philip Torr M. P. Kumar 32 27 0 22 Aug 2016
STFCN: Spatio-Temporal FCN for Semantic Video Segmentation Mohsen Fayyaz M. H. Saffar Mohammad Sabokrou M. Fathy Reinhard Klette Fay Huang 11 56 0 21 Aug 2016
A Recurrent Encoder-Decoder Network for Sequential Face Alignment Xi Peng Rogerio Feris Xiaoyu Wang Dimitris N. Metaxas CVBM 180 140 0 19 Aug 2016
Saliency Detection via Combining Region-Level and Pixel-Level Predictions with CNNs Youbao Tang Xiangqian Wu 28 74 0 18 Aug 2016
Deeply-Supervised Recurrent Convolutional Neural Network for Saliency Detection Youbao Tang Xiangqian Wu Wei Bu 27 48 0 18 Aug 2016
Multi-stage Object Detection with Group Recursive Learning Jianan Li Xiaodan Liang Jianshu Li Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 24 50 0 18 Aug 2016
IM2CAD Hamid Izadinia Qi Shan S. M. Seitz 3DV 21 192 0 18 Aug 2016
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 35 1,037 0 14 Aug 2016
Stacked Approximated Regression Machine: A Simple Deep Learning Approach Zhangyang Wang Shiyu Chang Qing Ling Shuai Huang Xia Hu Honghui Shi Thomas S. Huang BDL 15 2 0 14 Aug 2016
Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation Rudra P. K. Poudel P. Lamata Giovanni Montana MedIm 22 247 0 13 Aug 2016
Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning Keze Wang Shengfu Zhai Hui Cheng Xiaodan Liang Liang Lin 3DH 29 35 0 13 Aug 2016
Clockwork Convnets for Video Semantic Segmentation Evan Shelhamer Kate Rakelly Judy Hoffman Trevor Darrell 37 199 0 11 Aug 2016
Deep Learning a Grasp Function for Grasping under Gripper Pose Uncertainty Edward Johns Stefan Leutenegger Andrew J. Davison OOD 29 258 0 07 Aug 2016
Play and Learn: Using Video Games to Train Computer Vision Models Alireza Shafaei James J. Little Mark Schmidt 36 109 0 05 Aug 2016
Detailed Garment Recovery from a Single-View Image Shan Yang Tanya Amert Zherong Pan Ke Wang Licheng Yu Tamara L. Berg Ming Lin 3DH 31 54 0 03 Aug 2016
Automated X-ray Image Analysis for Cargo Security: Critical Review and Future Promise T. W. Rogers Nicolas Jaccard E. Morton Lewis D. Griffin 37 62 0 02 Aug 2016
Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks Michele Volpi D. Tuia SSeg 26 475 0 02 Aug 2016
Semantically Guided Depth Upsampling N. Schneider Lukas Schneider Peter Pinggera Uwe Franke Marc Pollefeys Christoph Stiller MDE 32 79 0 02 Aug 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 94 2,951 0 01 Aug 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 59 284 0 27 Jul 2016
Joint Optical Flow and Temporally Consistent Semantic Segmentation Junhwa Hur Stefan Roth 30 71 0 26 Jul 2016
Fast Robust Monocular Depth Estimation for Obstacle Detection with Fully Convolutional Networks Michele Mancini G. Costante P. Valigi Thomas Alessandro Ciarfuglia 20 105 0 21 Jul 2016
Deep learning trends for focal brain pathology segmentation in MRI Mohammad Havaei N. Guizard Hugo Larochelle Pierre-Marc Jodoin OOD 22 83 0 18 Jul 2016
HeMIS: Hetero-Modal Image Segmentation Mohammad Havaei N. Guizard Nicolas Chapados Yoshua Bengio MedIm 29 261 0 18 Jul 2016
Deep Active Contours Christian Rupprecht Elizabeth Huaroc Maximilian Baust Nassir Navab 205 64 0 18 Jul 2016
DAVE: A Unified Framework for Fast Vehicle Detection and Annotation Yi Zhou Li Liu Ling Shao Matt Mellor 27 81 0 15 Jul 2016
Do semantic parts emerge in Convolutional Neural Networks? Abel Gonzalez-Garcia Davide Modolo V. Ferrari 158 113 0 13 Jul 2016
End-to-end training of object class detectors for mean average precision Paul Henderson V. Ferrari ObjD 33 259 0 12 Jul 2016
RGBD Salient Object Detection via Deep Fusion Liangqiong Qu Shengfeng He Jiawei Zhang Jiandong Tian Yandong Tang Qingxiong Yang 35 344 0 12 Jul 2016
Gland Instance Segmentation by Deep Multichannel Side Supervision Yan Xu Yang Li Mingyuan Liu Yipei Wang M. Lai E. Chang MedIm 43 109 0 12 Jul 2016
Multi-level Contextual RNNs with Attention Model for Scene Labeling Heng Fan Xue Mei Danil Prokhorov Haibin Ling 43 49 0 08 Jul 2016
Watch This: Scalable Cost-Function Learning for Path Planning in Urban Environments Markus Wulfmeier Dominic Zeng Wang Ingmar Posner 30 114 0 08 Jul 2016
A Two-Streamed Network for Estimating Fine-Scaled Depth Maps from Single RGB Images Jun Yu Li Reinhard Klein Angela Yao MDE 30 15 0 04 Jul 2016
A Coarse-to-Fine Indoor Layout Estimation (CFILE) Method Yuzhuo Ren Chen Chen Shangwen Li C.-C. Jay Kuo 3DV 18 84 0 03 Jul 2016
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes Qi Dou Hao Chen Yueming Jin Lequan Yu J. Qin Pheng-Ann Heng MedIm 28 343 0 03 Jul 2016
Geometry in Active Learning for Binary and Multi-class Image Segmentation Ksenia Konyushkova Raphael Sznitman Pascal Fua 17 26 0 29 Jun 2016
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 35 396 0 29 Jun 2016
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles Stefan Lee Senthil Purushwalkam Michael Cogswell Viresh Ranjan David J. Crandall Dhruv Batra BDL UQCV OOD 33 176 0 24 Jun 2016