Adaptive Affinity Fields for Semantic Segmentation

27 March 2018

Papers citing "Adaptive Affinity Fields for Semantic Segmentation"

30 / 30 papers shown

Title
Physically Feasible Semantic Segmentation Shamik Basu Luc Van Gool Daniel Gehrig 168 1 0 26 Aug 2024
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 99 16 0 03 Nov 2019
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 69 32 0 05 Apr 2018
Learning Affinity via Spatial Propagation Networks Sifei Liu Shalini De Mello Liang Feng Guangyu Zhong Ming-Hsuan Yang Jan Kautz 71 285 0 03 Oct 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 230 8,473 0 17 Jun 2017
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade Xiaoxiao Li Ziwei Liu Ping Luo Chen Change Loy Xiaoou Tang 142 264 0 05 Apr 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 662 12,015 0 04 Dec 2016
Semantic Segmentation using Adversarial Networks Pauline Luc Camille Couprie Soumith Chintala Jakob Verbeek GAN SSeg 77 723 0 25 Nov 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 122 2,011 0 07 Aug 2016
Deep Learning Markov Random Field for Semantic Segmentation Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 3DV 71 160 0 23 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 251 18,240 0 02 Jun 2016
Convolutional Random Walk Networks for Semantic Image Segmentation Gedas Bertasius Lorenzo Torresani Stella X. Yu Jianbo Shi SSeg 55 132 0 24 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 78 130 0 15 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 1.1K 11,623 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding Michael Maire T. Narihira Stella X. Yu 38 69 0 09 Dec 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 268 8,446 0 23 Nov 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 258 14,012 0 19 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform Liang-Chieh Chen Jonathan T. Barron George Papandreou Kevin Patrick Murphy Alan Yuille 64 367 0 10 Nov 2015
Semantic Segmentation with Boundary Neural Fields Gedas Bertasius Jianbo Shi Lorenzo Torresani 55 191 0 09 Nov 2015
Semantic Image Segmentation via Deep Parsing Network Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 161 661 0 09 Sep 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 232 4,178 0 17 May 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 142 924 0 04 Apr 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 241 2,536 0 11 Feb 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,547 0 01 Sep 2014
Learning Deep Structured Models Liang-Chieh Chen Alex Schwing Alan Yuille R. Urtasun BDL 93 247 0 09 Jul 2014
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Philipp Krahenbuhl V. Koltun 132 3,452 0 20 Oct 2012