Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

37 / 187 papers shown

Title
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation Guosen Xie Xu-Yao Zhang Shuicheng Yan Cheng-Lin Liu ObjD 69 150 0 29 Jan 2016
Automatic recognition of element classes and boundaries in the birdsong with variable sequences Takuya Koumura K. Okanoya 74 23 0 23 Jan 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 254 8,434 0 23 Nov 2015
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation Seunghoon Hong Hyeonwoo Noh Bohyung Han SSeg 113 338 0 16 Jun 2015
ParseNet: Looking Wider to See Better Wei Liu Andrew Rabinovich Alexander C. Berg SSeg 118 1,211 0 15 Jun 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 83 613 0 11 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 469 62,122 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.6K 76,917 0 18 May 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 213 4,173 0 17 May 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 294 4,171 0 26 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 113 3,484 0 24 Apr 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 169 1,044 0 05 Mar 2015
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 148 1,196 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 215 2,534 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 154 4,888 0 22 Dec 2014
Convolutional Feature Masking for Joint Object and Stuff Segmentation Jifeng Dai Kaiming He Jian Sun SSeg 91 443 0 03 Dec 2014
Feedforward semantic segmentation with zoom-out features Mohammadreza Mostajabi Payman Yadollahpour Gregory Shakhnarovich MDE SSeg 155 474 0 02 Dec 2014
Hypercolumns for Object Segmentation and Fine-grained Localization Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik SSeg 128 1,594 0 21 Nov 2014
Do Convnets Learn Correspondence? Jonathan Long Ning Zhang Trevor Darrell 81 311 0 04 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 407 43,589 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.4K 100,213 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 114 1,561 0 22 Jul 2014
Part-based R-CNNs for Fine-grained Category Detection Ning Zhang Jeff Donahue Ross B. Girshick Trevor Darrell ObjD 112 1,223 0 15 Jul 2014
Simultaneous Detection and Segmentation Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik ObjD ISeg 133 1,291 0 07 Jul 2014
$N^4$ -Fields: Neural Network Nearest Neighbor Fields for Image Transforms Yaroslav Ganin Victor Lempitsky OOD 77 271 0 25 Jun 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 255 14,704 0 20 Jun 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 352 11,199 0 18 Jun 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation Jonathan Tompson Arjun Jain Yann LeCun C. Bregler 3DH 136 1,536 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 200 4,052 0 09 Jun 2014
Descriptor Matching with Convolutional Neural Networks: a Comparison to SIFT Philipp Fischer Alexey Dosovitskiy Thomas Brox 78 275 0 22 May 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 149 5,004 0 21 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 508 15,861 0 12 Nov 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 268 26,168 0 11 Nov 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 176 4,948 0 06 Oct 2013
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks Alessandro Giusti D. Ciresan Jonathan Masci L. Gambardella Jürgen Schmidhuber 169 347 0 07 Feb 2013
Pedestrian Detection with Unsupervised Multi-Stage Feature Learning P. Sermanet Koray Kavukcuoglu Soumith Chintala Yann LeCun SSL 93 828 0 01 Dec 2012
Building high-level features using large scale unsupervised learning Quoc V. Le MarcÁurelio Ranzato R. Monga M. Devin Kai Chen G. Corrado J. Dean A. Ng SSL OffRL CVBM 114 2,271 0 29 Dec 2011