Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,298 papers shown

Title
Learning to Track at 100 FPS with Deep Regression Networks David Held Sebastian Thrun Silvio Savarese OffRL 42 1,190 0 06 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 202 11,493 0 06 Apr 2016
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation G. Ros Simon Stent P. Alcantarilla Tomoki Watanabe 21 55 0 06 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 23 803 0 05 Apr 2016
Good Practice in CNN Feature Transfer Liang Zheng Yali Zhao Shengjin Wang Jingdong Wang Q. Tian 38 160 0 01 Apr 2016
Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs Wei Shen Kai Zhao Yuan Jiang Yan Wang Zhijiang Zhang X. Bai 12 104 0 31 Mar 2016
Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network Tong He Weilin Huang Yu Qiao Jian Yao 32 81 0 31 Mar 2016
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 24 85 0 30 Mar 2016
Learning to Refine Object Segments Pedro H. O. Pinheiro Nayeon Lee R. Collobert Piotr Dollàr SSeg 44 854 0 29 Mar 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 80 3,521 0 28 Mar 2016
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs Siddhartha Chandra Iasonas Kokkinos 27 187 0 28 Mar 2016
DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination Stamatios Georgoulis Konstantinos Rematas Tobias Ritschel Mario Fritz Luc Van Gool Tinne Tuytelaars 34 24 0 27 Mar 2016
Human Pose Estimation using Deep Consensus Voting Ita Lifshitz Ethan Fetaya S. Ullman 3DH 28 158 0 27 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 138 10,184 0 27 Mar 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 50 742 0 24 Mar 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 16 1,534 0 23 Mar 2016
Global-Local Face Upsampling Network Oncel Tuzel Yuichi Taguchi J. Hershey CVBM SupR 18 35 0 23 Mar 2016
Weakly-Supervised Semantic Segmentation using Motion Cues P. Tokmakov Alahari Karteek Cordelia Schmid 27 56 0 23 Mar 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 41 354 0 23 Mar 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 34 1,012 0 22 Mar 2016
Segmentation from Natural Language Expressions Ronghang Hu Marcus Rohrbach Trevor Darrell VLM EgoV 30 426 0 20 Mar 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 91 3,045 0 18 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 39 618 0 17 Mar 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 90 4,333 0 16 Mar 2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue Ravi Garg B. V. Kumar G. Carneiro Ian Reid 3DV MDE 57 1,524 0 16 Mar 2016
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation Zhicheng Yan Huatian Zhang Yangqing Jia Thomas Breuel Yizhou Yu SSeg 27 41 0 15 Mar 2016
Object Contour Detection with a Fully Convolutional Encoder-Decoder Network Jimei Yang Brian L. Price Scott D. Cohen Honglak Lee Ming-Hsuan Yang ObjD 24 365 0 15 Mar 2016
Pushing the Limits of Deep CNNs for Pedestrian Detection Qichang Hu Peng Wang Chunhua Shen Anton van den Hengel Fatih Porikli 19 94 0 15 Mar 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 67 1,653 0 12 Mar 2016
Optical Flow with Semantic Segmentation and Localized Layers Laura Sevilla-Lara Deqing Sun Varun Jampani Michael J. Black 24 186 0 12 Mar 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 14 944 0 10 Mar 2016
Exploring Context with Deep Structured models for Semantic Segmentation Guosheng Lin Chunhua Shen Anton van den Hengel Ian Reid SSeg 109 125 0 10 Mar 2016
Deep Contrast Learning for Salient Object Detection Guanbin Li Yizhou Yu 34 728 0 07 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui Chen Chen 21 176 0 05 Mar 2016
Shallow and Deep Convolutional Networks for Saliency Prediction Junting Pan Kevin McGuinness E. Sayrol Noel E. O'Connor Xavier Giró-i-Nieto FAtt 38 467 0 02 Mar 2016
Weakly Supervised Localization using Deep Feature Maps Archith J. Bency H. Kwon Hyungtae Lee S. Karthikeyan B. S. Manjunath WSOL 30 73 0 01 Mar 2016
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest K. Sirinukunwattana J. Pluim Hao Chen Xiaojuan Qi Pheng-Ann Heng ... Philipp Kainz Michael Pfeiffer M. Urschler David R. J. Snead Nasir M. Rajpoot 39 783 0 01 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 39 39 0 01 Mar 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 191 14,161 0 23 Feb 2016
Automatic Building Extraction in Aerial Scenes Using Convolutional Networks Jiangye Yuan 25 84 0 21 Feb 2016
A Survey of Semantic Segmentation Martin Thoma SSeg 25 242 0 21 Feb 2016
Global Deconvolutional Networks for Semantic Segmentation Vladimir Nekrasov Janghoon Ju Jaesik Choi SSeg 31 12 0 12 Feb 2016
Value Iteration Networks Aviv Tamar Yi Wu G. Thomas Sergey Levine Pieter Abbeel 41 649 0 09 Feb 2016
Sub-cortical brain structure segmentation using F-CNN's Mahsa Shakeri Stavros Tsogkas Enzo Ferrante S. Lippé Samuel Kadoury Nikos Paragios Iasonas Kokkinos 35 119 0 05 Feb 2016
Novel Views of Objects from a Single Image Konstantinos Rematas Chuong H. Nguyen Tobias Ritschel Mario Fritz Tinne Tuytelaars 141 73 0 31 Jan 2016
Convolutional Pose Machines S. Wei V. Ramakrishna T. Kanade Yaser Sheikh 3DV SSL 51 2,738 0 30 Jan 2016
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation Guosen Xie Xu-Yao Zhang Shuicheng Yan Cheng-Lin Liu ObjD 18 149 0 29 Jan 2016
Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss Fayao Liu Guosheng Lin Chunhua Shen 21 24 0 28 Jan 2016
Revealing Fundamental Physics from the Daya Bay Neutrino Experiment using Deep Neural Networks Evan Racah Seyoon Ko Peter Sadowski W. Bhimji C. Tull Sang-Yun Oh Pierre Baldi P. Prabhat 50 32 0 28 Jan 2016
A Taxonomy of Deep Convolutional Neural Nets for Computer Vision Suraj Srinivas Ravi Kiran Sarvadevabhatla Konda Reddy Mopuri N. Prabhu S. Kruthiventi R. Venkatesh Babu OOD 35 216 0 25 Jan 2016