Mask Propagation for Efficient Video Semantic Segmentation

29 October 2023

Mingjie Li

Xiaojun Chang

Bohan Zhuang

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Papers citing "Mask Propagation for Efficient Video Semantic Segmentation"

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Title
Flow-guided Semi-supervised Video Object Segmentation Yushan Zhang Andreas Robinson M. Magnusson Michael Felsberg VOS 64 1 0 25 Jan 2023
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Feng Yu Dacheng Tao Andreas Geiger MDE 129 216 0 10 Nov 2022
Flow-Guided Transformer for Video Inpainting Kaiwen Zhang Jingjing Fu Dong Liu ViT 72 72 0 14 Aug 2022
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Lingtong Kong Boyuan Jiang Donghao Luo Wenqing Chu Xiaoming Huang Ying Tai Chengjie Wang Jie Yang 108 154 0 29 May 2022
Knowledge Distillation via the Target-aware Transformer Sihao Lin Hongwei Xie Bing Wang Kaicheng Yu Xiaojun Chang Xiaodan Liang G. Wang ViT 70 107 0 22 May 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 90 32 0 07 Apr 2022
Towards An End-to-End Framework for Flow-Guided Video Inpainting Zerui Li Cheng Lu Jia Qin Chunle Guo Mingg-Ming Cheng 97 153 0 06 Apr 2022
FlowFormer: A Transformer Architecture for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Ka Chun Cheung Hongwei Qin Jifeng Dai Hongsheng Li ViT 99 286 0 30 Mar 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 272 2,385 0 02 Dec 2021
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 133 364 0 26 Nov 2021
Perceptual Consistency in Video Segmentation Yizhe Zhang Shubhankar Borse Hong Cai Ying Wang N. Bi Xiaoyun Jiang Fatih Porikli VOS 45 14 0 24 Oct 2021
Accelerating Video Object Segmentation with Compressed Video Kai Xu Angela Yao VOS 75 21 0 26 Jul 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 212 1,554 0 13 Jul 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 332 5,095 0 31 May 2021
Segmenter: Transformer for Semantic Segmentation Robin Strudel Ricardo Garcia Pinel Ivan Laptev Cordelia Schmid ViT 218 1,473 0 12 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
Learning Salient Boundary Feature for Anchor-free Temporal Action Localization Chuming Lin C. Xu Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu 82 256 0 24 Mar 2021
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation Lingtong Kong Chunhua Shen Jie Yang 58 50 0 08 Mar 2021
Relaxed Transformer Decoders for Direct Action Proposal Generation Jing Tan Jiaqi Tang Limin Wang Gangshan Wu ViT 138 182 0 03 Feb 2021
Segmenting Transparent Object in the Wild with Transformer Enze Xie Wenjia Wang Wenhai Wang Pei Sun Hang Xu Ding Liang Ping Luo ViT 260 28 0 21 Jan 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 194 2,912 0 31 Dec 2020
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,813 0 23 Dec 2020
Real-Time Intermediate Flow Estimation for Video Frame Interpolation Zhewei Huang Tianyuan Zhang Wen Heng Boxin Shi Shuchang Zhou 111 206 0 12 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 260 5,107 0 08 Oct 2020
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation Jianbo Liu Junjun He Jiawei Zhang Jimmy S. J. Ren Hongsheng Li SSeg 82 50 0 24 Aug 2020
SegFix: Model-Agnostic Boundary Refinement for Segmentation Yuhui Yuan Jingyi Xie Xilin Chen Jingdong Wang ISeg 167 198 0 08 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 456 13,130 0 26 May 2020
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts Mingmin Zhen Jinglu Wang Lei Zhou Shiwei Li Tianwei Shen Jiaxiang Shang Tian Fang Quan Long 69 129 0 16 Apr 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu Fabian Caba Heilbron Oliver Wang Zhe Lin Stan Sclaroff Federico Perazzi VOS 77 187 0 03 Apr 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 260 2,651 0 26 Mar 2020
Efficient Semantic Video Segmentation with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang VOS 88 128 0 26 Feb 2020
Squeeze-and-Attention Networks for Semantic Segmentation Zilong Zhong Z. Q. Lin Rene Bidart Xiaodan Hu Ibrahim Ben Daya Zhifeng Li Wei-Shi Zheng Jonathan Li A. Wong SSeg 65 236 0 08 Sep 2019
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 297 259 0 31 Aug 2019
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 169 3,286 0 10 Dec 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 98 1,694 0 20 Nov 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 327 5,120 0 09 Sep 2018
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video Samvit Jain Xin Eric Wang Joseph E. Gonzalez VOS 69 138 0 17 Jul 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 88 127 0 03 Apr 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 490 13,194 0 07 Feb 2018
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition Shuyang Sun Zhanghui Kuang Wanli Ouyang Lu Sheng Wayne Zhang 80 297 0 29 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 278 2,450 0 07 Sep 2017
Semantic Video CNNs through Representation Warping Raghudeep Gadde Varun Jampani Peter V. Gehler 127 206 0 10 Aug 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 234 8,494 0 17 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 240 8,045 0 22 May 2017
Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu Yujie Wang Jifeng Dai Lu Yuan Yichen Wei 121 622 0 29 Mar 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 107 1,491 0 08 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 491 22,158 0 09 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,046 0 04 Dec 2016
Deep Feature Flow for Video Recognition Xizhou Zhu Yuwen Xiong Jifeng Dai Lu Yuan Yichen Wei 127 600 0 23 Nov 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 273 18,284 0 02 Jun 2016