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Efficient piecewise training of deep structured models for semantic segmentation

4 April 2015

Guosheng Lin

Chunhua Shen

Papers citing "Efficient piecewise training of deep structured models for semantic segmentation"

28 / 28 papers shown

Title
Weakly Supervised Semantic Segmentation using Web-Crawled Videos Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee Bohyung Han 109 158 0 02 Jan 2017
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 172 223 0 28 Dec 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 747 37,890 0 20 May 2016
Semantic Image Segmentation via Deep Parsing Network Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 163 661 0 09 Sep 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 235 4,180 0 17 May 2015
Fully Connected Deep Structured Networks Alex Schwing R. Urtasun SSeg 139 309 0 09 Mar 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 194 1,046 0 05 Mar 2015
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 169 1,198 0 26 Feb 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 245 2,536 0 11 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 204 4,898 0 22 Dec 2014
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 322 2,948 0 15 Dec 2014
Convolutional Feature Masking for Joint Object and Stuff Segmentation Jifeng Dai Kaiming He Jian Sun SSeg 91 444 0 03 Dec 2014
Feedforward semantic segmentation with zoom-out features Mohammadreza Mostajabi Payman Yadollahpour Gregory Shakhnarovich MDE SSeg 162 474 0 02 Dec 2014
Deep Convolutional Neural Fields for Depth Estimation from a Single Image Fayao Liu Chunhua Shen Guosheng Lin MDE 180 892 0 24 Nov 2014
Hypercolumns for Object Segmentation and Fine-grained Localization Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik SSeg 139 1,595 0 21 Nov 2014
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 209 2,683 0 18 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Learning Rich Features from RGB-D Images for Object Detection and Segmentation Saurabh Gupta Ross B. Girshick Pablo Arbeláez Jitendra Malik ObjD 127 1,561 0 22 Jul 2014
Learning Deep Structured Models Liang-Chieh Chen Alex Schwing Alan Yuille R. Urtasun BDL 95 247 0 09 Jul 2014
Simultaneous Detection and Segmentation Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik ObjD ISeg 142 1,295 0 07 Jul 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation Jonathan Tompson Arjun Jain Yann LeCun C. Bregler 3DH 141 1,541 0 11 Jun 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 239 4,066 0 09 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 424 43,814 0 01 May 2014
Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation Alexander Kolesnikov M. Guillaumin V. Ferrari Christoph H. Lampert 49 11 0 27 Mar 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,217 0 11 Nov 2013
Recurrent Convolutional Neural Networks for Scene Parsing Pedro H. O. Pinheiro R. Collobert SSeg 86 151 0 12 Jun 2013
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Philipp Krahenbuhl V. Koltun 132 3,458 0 20 Oct 2012
Piecewise Training for Undirected Models Charles Sutton Andrew McCallum 79 191 0 04 Jul 2012