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"

50 / 356 papers shown

Title
Convolutional CRFs for Semantic Segmentation Marvin Teichmann R. Cipolla SSeg 22 110 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 N. Sebe MoE 27 474 0 11 May 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 26 55 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 10 759 0 25 Apr 2018
An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting Diptodip Deb Jonathan Ventura 18 84 0 20 Apr 2018
Vortex Pooling: Improving Context Representation in Semantic Segmentation Chen-Wei Xie Hong-Yu Zhou Jianxin Wu SSeg 11 41 0 17 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 32 126 0 03 Apr 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 234 740 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 16 191 0 27 Mar 2018
WebSeg: Learning Semantic Segmentation from Web Searches Qibin Hou Ming-Ming Cheng Jiangjiang Liu Philip Torr 18 10 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 50 1,236 0 23 Mar 2018
Weakly Supervised Salient Object Detection Using Image Labels Guanbin Li Yuan Xie Liang Lin 11 119 0 17 Mar 2018
Dynamic-structured Semantic Propagation Network Xiaodan Liang Hongfei Zhou Eric P. Xing 13 153 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 32 76 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 25 1,528 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 13 545 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 34 12,911 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 21 31 0 07 Feb 2018
A Classification Refinement Strategy for Semantic Segmentation James W. Davis Christopher Menart Muhammad Akbar R. Ilin 19 4 0 23 Jan 2018
Dense Recurrent Neural Networks for Scene Labeling Heng Fan Haibin Ling 25 13 0 21 Jan 2018
Prototypicality effects in global semantic description of objects Omar Vidal Pino Erickson R. Nascimento M. Campos 19 2 0 12 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 36 77 0 08 Jan 2018
Semantic Segmentation via Highly Fused Convolutional Network with Multiple Soft Cost Functions Tao Yang Yan Wu Junqiao Zhao Linting Guan SSeg 57 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 37 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 32 348 0 13 Dec 2017
Per-Pixel Feedback for improving Semantic Segmentation Aditya Ganeshan SSeg 27 0 0 07 Dec 2017
Structured learning and detailed interpretation of minimal object images Guy Ben-Yosef Liav Assif S. Ullman 19 0 0 29 Nov 2017
Recurrent Segmentation for Variable Computational Budgets Lane T. McIntosh Niru Maheswaranathan David Sussillo Jonathon Shlens SSeg VOS 27 20 0 28 Nov 2017
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 92 1,240 0 27 Nov 2017
On the Robustness of Semantic Segmentation Models to Adversarial Attacks Anurag Arnab O. Mikšík Philip Torr AAML 31 304 0 27 Nov 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 38 508 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 19 2 0 22 Nov 2017
Video Semantic Object Segmentation by Self-Adaptation of DCNN Seong-Jin Park K. Hong 26 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 33 25 0 13 Nov 2017
Scene Parsing with Global Context Embedding Wei-Chih Hung Yi-Hsuan Tsai Xiaohui Shen Zhe-nan Lin Kalyan Sunkavalli Xin Lu Ming-Hsuan Yang 16 54 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 14 24 0 04 Oct 2017
Multi-label Pixelwise Classification for Reconstruction of Large-scale Urban Areas Yuanlie He Sudhir Mudur Charalambos (Charis) Poullis 19 4 0 21 Sep 2017
Holistic, Instance-Level Human Parsing Qizhu Li Anurag Arnab Philip Torr SSeg 14 67 0 11 Sep 2017
Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention Gedas Bertasius Jianbo Shi EgoV 32 6 0 05 Sep 2017
Learning Inference Models for Computer Vision Varun Jampani BDL 30 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 L. Yang AAML 38 13 0 24 Aug 2017
Stacked Deconvolutional Network for Semantic Segmentation J. Fu Jiaheng Liu Yuhang Wang Hanqing Lu SSeg 16 213 0 16 Aug 2017
Mass Displacement Networks Natalia Neverova Iasonas Kokkinos 20 4 0 12 Aug 2017
Face Parsing via a Fully-Convolutional Continuous CRF Neural Network Lei Zhou Zhi Liu Xiangjian He SSeg CVBM 13 25 0 12 Aug 2017
FoveaNet: Perspective-aware Urban Scene Parsing Xuzhao Li Zequn Jie Wei Wang Changsong Liu Jimei Yang Xiaohui Shen Zhe-nan Lin Qiang Chen Shuicheng Yan Jiashi Feng 3DPC 24 58 0 08 Aug 2017
End-to-end learning potentials for structured attribute prediction Kota Yamaguchi Takayuki Okatani T. Umeda Kazuhiko Murasaki K. Sudo BDL 17 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 36 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 38 220 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 39 66 0 20 Jul 2017