Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade

5 April 2017

Papers citing "Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade"

50 / 100 papers shown

Title
Correlation Maximized Structural Similarity Loss for Semantic Segmentation Shuai Zhao Boxi Wu Wenqing Chu Yao Hu Deng Cai 63 26 0 19 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 260 719 0 16 Oct 2019
Distributed Iterative Gating Networks for Semantic Segmentation Rezaul Karim Md. Amirul Islam Neil D. B. Bruce 131 5 0 28 Sep 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 366 1,476 0 24 Sep 2019
Task-Aware Monocular Depth Estimation for 3D Object Detection Xinlong Wang Wei Yin Tao Kong Yuning Jiang Lei Li Chunhua Shen MDE 115 60 0 17 Sep 2019
Open Compound Domain Adaptation Ziwei Liu Zhongqi Miao Xingang Pan Xiaohang Zhan Dahua Lin Stella X. Yu Boqing Gong 136 136 0 08 Sep 2019
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 395 264 0 31 Aug 2019
SPGNet: Semantic Prediction Guidance for Scene Parsing Bowen Cheng Liang-Chieh Chen Yunchao Wei Yukun Zhu Zilong Huang Jinjun Xiong Thomas Huang Wen-mei W. Hwu Humphrey Shi 262 111 0 26 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 467 3,864 0 20 Aug 2019
Context-Integrated and Feature-Refined Network for Lightweight Object Parsing Bin Jiang Wenxuan Tu Chao Yang Junsong Yuan ObjD VOS 162 17 0 26 Jul 2019
A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network Kaite Xiang Kaiwei Wang Kailun Yang 118 9 0 26 Jul 2019
Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assistant Systems Kaite Xiang Kaiwei Wang Kailun Yang SSeg 115 16 0 25 Jul 2019
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries D. Marin Zijian He Peter Vajda Priyam Chatterjee Sam S. Tsai Fei Yang Yuri Boykov SSeg 90 91 0 16 Jul 2019
Batch-Shaping for Learning Conditional Channel Gated Networks B. Bejnordi Tijmen Blankevoort Max Welling AI4CE 111 79 0 15 Jul 2019
Understanding Deep Learning Techniques for Image Segmentation Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 104 398 0 13 Jul 2019
Efficient Semantic Scene Completion Network with Spatial Group Convolution Jiahui Zhang Hao Zhao Anbang Yao Yurong Chen Li Zhang Hongen Liao 3DPC 106 118 0 11 Jul 2019
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation Yu Wang Quan Zhou Xiaofu Wu SSeg 86 63 0 24 Jun 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 104 0 0 25 May 2019
CARAFE: Content-Aware ReAssembly of FEatures Yuan Liu Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 190 627 0 06 May 2019
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss Yifu Chen Arnaud Dapogny Matthieu Cord SSeg 90 24 0 06 May 2019
Actor-Critic Instance Segmentation Nikita Araslanov Constantin Rothkopf Stefan Roth EgoV ISeg 67 18 0 10 Apr 2019
High-Resolution Representations for Labeling Pixels and Regions Ke Sun Yang Zhao Borui Jiang Tianheng Cheng Bin Xiao Dong Liu Yadong Mu Xinggang Wang Wenyu Liu Jingdong Wang SSeg 111 802 0 09 Apr 2019
Bi-Directional Cascade Network for Perceptual Edge Detection Jianzhong He Shiliang Zhang Ming Yang Yanhu Shan Tiejun Huang 125 279 0 28 Feb 2019
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Yuan Liu Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 286 1,350 0 22 Jan 2019
Region Proposal by Guided Anchoring Yuan Liu Kai-xiang Chen Shuo Yang Chen Change Loy Dahua Lin ObjD 108 556 0 10 Jan 2019
Tree-structured Kronecker Convolutional Network for Semantic Segmentation Tianyi Wu Sheng Tang Rui Zhang Juan Cao Jintao Li SSeg 102 34 0 12 Dec 2018
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 172 390 0 04 Dec 2018
Scene Parsing via Dense Recurrent Neural Networks with Attentional Selection Heng Fan Peng Chu Longin Jan Latecki Haibin Ling 93 14 0 09 Nov 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 92 13 0 10 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 109 148 0 08 Oct 2018
Devil in the Details: Towards Accurate Single and Multiple Human Parsing Tao Ruan Ting Liu Zilong Huang Yunchao Wei Shikui Wei Yao-Min Zhao Thomas Huang 249 253 0 17 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 160 151 0 13 Sep 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 243 2,297 0 02 Aug 2018
Boosting up Scene Text Detectors with Guided CNN Xiaoyu Yue Zhanghui Kuang Zhaoyang Zhang Zhenfang Chen Pan He Yu Qiao Wayne Zhang 73 8 0 10 May 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 104 56 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 122 774 0 25 Apr 2018
Vortex Pooling: Improving Context Representation in Semantic Segmentation Chen-Wei Xie Hong-Yu Zhou Jianxin Wu SSeg 94 41 0 17 Apr 2018
Optimizing Video Object Detection via a Scale-Time Lattice Kai-xiang Chen Yuan Liu Shuo Yang Xingcheng Zhang Yuanjun Xiong Chen Change Loy Dahua Lin ObjD 115 108 0 16 Apr 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 217 1,017 0 09 Apr 2018
Real-time Progressive 3D Semantic Segmentation for Indoor Scene Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC SSeg 3DV 146 71 0 01 Apr 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 226 191 0 27 Mar 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 247 198 0 12 Mar 2018
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation Tianyi Zhang Guosheng Lin Jianfei Cai T. Shen Chunhua Shen Alex C. Kot 74 77 0 07 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 771 13,853 0 07 Feb 2018
An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray Jingxin Liu Bolei Xu C. Zheng Yuanhao Gong J. Garibaldi D. Soria Andew Green I. Ellis Wenbin Zou Guoping Qiu 69 49 0 19 Jan 2018
SBNet: Sparse Blocks Network for Fast Inference Mengye Ren A. Pokrovsky Binh Yang R. Urtasun 155 181 0 07 Jan 2018
Mix-and-Match Tuning for Self-Supervised Semantic Segmentation Xiaohang Zhan Ziwei Liu Ping Luo Xiaoou Tang Chen Change Loy SSL 91 38 0 02 Dec 2017
Video Object Segmentation with Re-identification Xiaoxiao Li Yuankai Qi Zhe Wang Kai-xiang Chen Ziwei Liu Jianping Shi Ping Luo Xiaoou Tang Chen Change Loy VOS 123 64 0 01 Aug 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 217 170 0 08 Jul 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 486 8,781 0 17 Jun 2017