Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,023 papers shown

Title
Play and Learn: Using Video Games to Train Computer Vision Models Alireza Shafaei James J. Little Mark Schmidt 33 109 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 23 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 29 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 26 79 0 02 Aug 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 76 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 22 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 21 261 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 19 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 27 344 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 22 114 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 23 343 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
Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Andrew Sohn Ronald M. Summers SSeg 21 148 0 24 Jun 2016
Learning Dynamic Classes of Events using Stacked Multilayer Perceptron Networks Nattiya Kanhabua Huamin Ren T. Moeslund 15 6 0 23 Jun 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 49 6,447 0 21 Jun 2016
Detection and Tracking of Liquids with Fully Convolutional Networks Connor Schenck Dieter Fox 13 17 0 20 Jun 2016
Cutting out the middleman: measuring nuclear area in histopathology slides without segmentation M. Veta P. Diest J. Pluim 11 27 0 20 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 132 8,558 0 15 Jun 2016
Probe-based Rapid Hybrid Hyperspectral and Tissue Surface Imaging Aided by Fully Convolutional Networks Jianyu Lin N. Clancy Xueqing Sun Ji Qi M. Janatka Danail Stoyanov Daniel Elson 14 7 0 15 Jun 2016
Inverting face embeddings with convolutional neural networks A. Zhmoginov Mark Sandler 3DH CVBM 17 67 0 14 Jun 2016
Universal Correspondence Network Chris Choy JunYoung Gwak Silvio Savarese Manmohan Chandraker 15 367 0 11 Jun 2016
Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery Jamie Sherrah SSeg 21 362 0 08 Jun 2016
Convolutional Neural Fabrics Shreyas Saxena Jakob Verbeek 24 225 0 08 Jun 2016
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Petteri Teikari Marc A. Santos Charissa Poon K. Hynynen 3DV 24 48 0 08 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 235 2,059 0 07 Jun 2016
Learning deep structured network for weakly supervised change detection Salman H Khan Xuming He Fatih Porikli Bennamoun Ferdous Sohel R. Togneri 13 7 0 07 Jun 2016
Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach Lin Wu Chunhua Shen Anton Van Den Hengel 35 66 0 06 Jun 2016
Learning under Distributed Weak Supervision Martin Rajchl M. J. Lee Franklin Schrans A. Davidson Jonathan Passerat-Palmbach G. Tarroni A. Alansary Ozan Oktay Bernhard Kainz Daniel Rueckert 23 23 0 03 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 92 18,058 0 02 Jun 2016
Recurrent Fully Convolutional Networks for Video Segmentation Sepehr Valipour Mennatullah Siam Martin Jägersand Nilanjan Ray VOS 27 89 0 01 Jun 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 16 1,819 0 01 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 55 141 0 31 May 2016
End-to-End Instance Segmentation with Recurrent Attention Mengye Ren R. Zemel SSeg 30 61 0 30 May 2016
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey Hirokatsu Kataoka Yudai Miyashita Tomoaki K. Yamabe Soma Shirakabe Shin-ichi Sato ... Kaori Abe Takaaki Imanari Naomichi Kobayashi Shinichiro Morita Akio Nakamura 24 2 0 26 May 2016
Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions Ayan Chakrabarti Jingyu Shao Gregory Shakhnarovich MDE 30 116 0 23 May 2016
Learning Sensor Multiplexing Design through Back-propagation Ayan Chakrabarti SSL 34 126 0 23 May 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 9 161 0 23 May 2016