Real-time Semantic Segmentation with Fast Attention

7 July 2020

Papers citing "Real-time Semantic Segmentation with Fast Attention"

50 / 53 papers shown

Title
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 52 1,195 0 05 Apr 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu Fabian Caba Heilbron Oliver Wang Zhe Lin Stan Sclaroff Federico Perazzi VOS 37 186 0 03 Apr 2020
Joint Learning of Instance and Semantic Segmentation for Robotic Pick-and-Place with Heavy Occlusions in Clutter Kentaro Wada K. Okada Masayuki Inaba VLM ISeg 30 27 0 21 Jan 2020
FasterSeg: Searching for Faster Real-time Semantic Segmentation Wuyang Chen Xinyu Gong Xianming Liu Qian Zhang Yuan Li Zhangyang Wang SSeg OOD 30 190 0 23 Dec 2019
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning Ximeng Sun Yikang Shen Rogerio Feris Kate Saenko 47 263 0 27 Nov 2019
Asymmetric Non-local Neural Networks for Semantic Segmentation Zhen Zhu Mengde Xu S. Bai Tengteng Huang X. Bai 139 608 0 21 Aug 2019
Expectation-Maximization Attention Networks for Semantic Segmentation Xia Li Zhisheng Zhong Jianlong Wu Yibo Yang Zhouchen Lin Hong Liu 3DV 3DPC 75 555 0 31 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 25 87 0 16 Jul 2019
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions Pulak Purkait Christopher Zach Ian Reid SSeg 28 29 0 07 Jun 2019
Efficient Ladder-style DenseNets for Semantic Segmentation of Large Images Ivan Kreso Josip Krapac Sinisa Segvic SSeg 58 53 0 14 May 2019
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation Hanchao Li Pengfei Xiong Haoqiang Fan Jian Sun SSeg 50 562 0 03 Apr 2019
In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images Marin Orsic Ivan Kreso Petra Bevandić Sinisa Segvic SSeg 44 341 0 20 Mar 2019
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 111 2,531 0 28 Nov 2018
Compact Generalized Non-local Network Kaiyu Yue Ming Sun Yuchen Yuan Feng Zhou Errui Ding Fuxin Xu 19 161 0 31 Oct 2018
$A^2$ -Nets: Double Attention Networks Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng 48 531 0 27 Oct 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 51 148 0 13 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 224 5,079 0 09 Sep 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 120 2,189 0 02 Aug 2018
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video Samvit Jain Xin Eric Wang Joseph E. Gonzalez VOS 50 137 0 17 Jul 2018
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block Wei Jiang Yan Wu 47 17 0 11 Jun 2018
ExFuse: Enhancing Feature Fusion for Semantic Segmentation Zhenli Zhang Xiangyu Zhang Chao Peng Dazhi Cheng Jian Sun 51 426 0 11 Apr 2018
Normalized Cut Loss for Weakly-supervised CNN Segmentation Meng Tang Abdelaziz Djelouah Federico Perazzi Yuri Boykov Christopher Schroers 27 316 0 04 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 45 127 0 03 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 35 161 0 02 Apr 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 77 1,245 0 23 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 109 779 0 19 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 106 13,005 0 07 Feb 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks Jason Kuen Xiangfei Kong Zhe Lin G. Wang Jianxiong Yin Simon See Yap-Peng Tan BDL 37 25 0 29 Jan 2018
Long-term Visual Localization using Semantically Segmented Images Erik Stenborg Carl Toft Lars Hammarstrand 31 111 0 16 Jan 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 192 8,867 0 21 Nov 2017
Semantic Segmentation from Limited Training Data Anton Milan Trung T. Pham B. V. Kumar D. Morrison Adam W. Tow ... Christopher F. Lehnert G. Lin Ian Reid Peter Corke Jurgen Leitner 32 51 0 22 Sep 2017
Semantic Video CNNs through Representation Warping Raghudeep Gadde Varun Jampani Peter V. Gehler 88 205 0 10 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 360 129,831 0 12 Jun 2017
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia SSeg 61 1,406 0 27 Apr 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 120 262 0 05 Apr 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 79 1,485 0 08 Mar 2017
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 99 222 0 28 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 107 1,377 0 12 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 301 11,941 0 04 Dec 2016
Video Scene Parsing with Predictive Feature Learning Xiaojie Jin Xuzhao Li Huaxin Xiao Xiaohui Shen Zhe Lin ... Jian Dong Luoqi Liu Zequn Jie Jiashi Feng Shuicheng Yan 59 111 0 01 Dec 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 72 563 0 24 Nov 2016
Deep Feature Flow for Video Recognition Xizhou Zhu Yuwen Xiong Jifeng Dai Lu Yuan Yichen Wei 92 597 0 23 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 227 2,835 0 20 Nov 2016
Clockwork Convnets for Video Semantic Segmentation Evan Shelhamer Kate Rakelly Judy Hoffman Trevor Darrell 49 199 0 11 Aug 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 299 2,069 0 07 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 161 18,136 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 278 37,704 0 20 May 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 571 11,540 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 168 8,421 0 23 Nov 2015