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Efficient piecewise training of deep structured models for semantic segmentation

Computer Vision and Pattern Recognition (CVPR), 2015

4 April 2015

Guosheng Lin

Chunhua Shen

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

50 / 355 papers shown

Title
Convolutional CRFs for Semantic Segmentation Marvin Teichmann R. Cipolla SSeg 218 114 0 12 May 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing Dan Xu Wanli Ouyang Xiaogang Wang Andrii Zadaianchuk MoE 178 523 0 11 May 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 144 58 0 27 Apr 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 206 800 0 25 Apr 2018
An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting Diptodip Deb Jonathan Ventura 149 86 0 20 Apr 2018
Vortex Pooling: Improving Context Representation in Semantic Segmentation Chen-Wei Xie Hong-Yu Zhou Jianxin Wu SSeg 154 42 0 17 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 259 138 0 03 Apr 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 134 63 0 28 Mar 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 519 831 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 320 194 0 27 Mar 2018
WebSeg: Learning Semantic Segmentation from Web Searches Qibin Hou Ming-Ming Cheng Jiangjiang Liu Juil Sock 173 11 0 27 Mar 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 231 1,332 0 23 Mar 2018
Weakly Supervised Salient Object Detection Using Image Labels Guanbin Li Yuan Xie Liang Lin 124 128 0 17 Mar 2018
Dynamic-structured Semantic Propagation Network Xiaodan Liang Hongfei Zhou Eric Xing 228 163 0 16 Mar 2018
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation Tianyi Zhang Guosheng Lin Jianfei Cai T. Shen Chunhua Shen Alex C. Kot 98 80 0 07 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 358 1,657 0 28 Feb 2018
Adversarial Learning for Semi-Supervised Semantic Segmentation Wei-Chih Hung Yi-Hsuan Tsai Yan-Ting Liou Yen-Yu Lin Ming-Hsuan Yang GAN SSeg 260 595 0 22 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 942 15,152 0 07 Feb 2018
From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Huu Le Tam V. Nguyen Ngai-Man Cheung 204 33 0 07 Feb 2018
A Classification Refinement Strategy for Semantic Segmentation James W. Davis Christopher Menart Muhammad Akbar R. Ilin 145 4 0 23 Jan 2018
Dense Recurrent Neural Networks for Scene Labeling Heng Fan Haibin Ling 170 14 0 21 Jan 2018
Prototypicality effects in global semantic description of objects Omar Vidal Pino Erickson R. Nascimento M. Campos 172 2 0 12 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 209 86 0 08 Jan 2018
Semantic Segmentation via Highly Fused Convolutional Network with Multiple Soft Cost Functions Tao Yang Yan Wu Siyue Tao Linting Guan SSeg 189 37 0 04 Jan 2018
Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network Matthieu Grard Romain Brégier Florian Sella Emmanuel Dellandrea Liming Chen 135 12 0 04 Jan 2018
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features Liang-Chieh Chen Alexander Hermans George Papandreou Florian Schroff Peng Wang Hartwig Adam ISeg 199 364 0 13 Dec 2017
Per-Pixel Feedback for improving Semantic Segmentation Aditya Ganeshan SSeg 84 0 0 07 Dec 2017
Structured learning and detailed interpretation of minimal object images Guy Ben-Yosef Liav Assif S. Ullman 55 0 0 29 Nov 2017
Recurrent Segmentation for Variable Computational Budgets Lane T. McIntosh Niru Maheswaranathan David Sussillo Jonathon Shlens SSeg VOS 211 20 0 28 Nov 2017
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 395 1,343 0 27 Nov 2017
On the Robustness of Semantic Segmentation Models to Adversarial Attacks Anurag Arnab O. Mikšík Juil Sock AAML 322 326 0 27 Nov 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 181 556 0 23 Nov 2017
Neuron-level Selective Context Aggregation for Scene Segmentation Zhenhua Wang Fanglin Gu Dani Lischinski Daniel Cohen-Or Changhe Tu Baoquan Chen 95 2 0 22 Nov 2017
Video Semantic Object Segmentation by Self-Adaptation of DCNN Seong-Jin Park K. Hong 95 6 0 22 Nov 2017
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation F. Alam J. Zhou Alan Wee-Chung Liew Wenxuan Wang Jocelyn Chanussot Yongsheng Gao SSeg 156 27 0 13 Nov 2017
Scene Parsing with Global Context Embedding Wei-Chih Hung Yi-Hsuan Tsai Xiaohui Shen Zhe Lin Kalyan Sunkavalli Xin Lu Ming-Hsuan Yang 259 56 0 17 Oct 2017
Learning to Segment Human by Watching YouTube Xiaodan Liang Yunchao Wei Liang Lin Yunpeng Chen Xiaohui Shen Jianchao Yang Shuicheng Yan VOS 158 24 0 04 Oct 2017
Multi-label Pixelwise Classification for Reconstruction of Large-scale Urban Areas Yuanlie He Sudhir Mudur Charalambos (Charis) Poullis 73 4 0 21 Sep 2017
Holistic, Instance-Level Human Parsing Qizhu Li Anurag Arnab Juil Sock SSeg 220 67 0 11 Sep 2017
Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention Gedas Bertasius Jianbo Shi EgoV 91 6 0 05 Sep 2017
Learning Inference Models for Computer Vision Varun Jampani BDL 146 1 0 31 Aug 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi Ling Yang AAML 104 14 0 24 Aug 2017
Stacked Deconvolutional Network for Semantic Segmentation J. Fu Qingbin Liu Yuhang Wang Hanqing Lu SSeg 179 217 0 16 Aug 2017
Mass Displacement NetworksBritish Machine Vision Conference (BMVC), 2017 Natalia Neverova Iasonas Kokkinos 135 4 0 12 Aug 2017
Face Parsing via a Fully-Convolutional Continuous CRF Neural Network Lei Zhou Zhi Liu Xiangjian He SSeg CVBM 102 29 0 12 Aug 2017
FoveaNet: Perspective-aware Urban Scene ParsingIEEE International Conference on Computer Vision (ICCV), 2017 Xuzhao Li Zequn Jie Wei Wang Changsong Liu Jimei Yang Xiaohui Shen Zhe Lin Qiang Chen Shuicheng Yan Jiashi Feng 3DPC 167 59 0 08 Aug 2017
End-to-end learning potentials for structured attribute prediction Kota Yamaguchi Takayuki Okatani T. Umeda Kazuhiko Murasaki K. Sudo BDL 196 2 0 06 Aug 2017
Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks Ruoxi Deng Tianqi Zhao Chunhua Shen S. Liu 3DV 3DPC 189 4 0 25 Jul 2017
Residual Conv-Deconv Grid Network for Semantic Segmentation Damien Fourure Rémi Emonet Elisa Fromont Damien Muselet A. Trémeau Christian Wolf SSeg 202 233 0 25 Jul 2017
Semantic Segmentation with Reverse Attention Qin Huang Chunyang Xia Chi-Hao Wu Siyang Li Yeon-Chang Wang Yuhang Song C.-C. Jay Kuo SSeg 219 76 0 20 Jul 2017