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The 2017 DAVIS Challenge on Video Object Segmentation

3 April 2017

Luc Van Gool

Papers citing "The 2017 DAVIS Challenge on Video Object Segmentation"

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Title
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video A. Athar Jonathon Luiten P. Voigtlaender Tarasha Khurana Achal Dave Bastian Leibe Deva Ramanan VOS VLM 104 60 0 25 Sep 2022
Spatial-then-Temporal Self-Supervised Learning for Video Correspondence Rui Li Dong Liu 247 16 0 16 Sep 2022
Video Restoration with a Deep Plug-and-Play Prior Antoine Monod J. Delon Matias Tassano Andrés Almansa 99 1 0 06 Sep 2022
Pixel-Level Equalized Matching for Video Object Segmentation Suhwan Cho Woojin Kim Myeongah Cho Seunghoon Lee Minhyeok Lee Chaewon Park Sangyoun Lee VOS 103 3 0 04 Sep 2022
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging Lishun Wang Miao Cao Yong Zhong Xin Yuan 71 48 0 04 Sep 2022
Two-Stream Networks for Object Segmentation in Videos Hannan Lu Zhi Tian Lirong Yang Haibing Ren W. Zuo VOS 45 1 0 08 Aug 2022
Instance As Identity: A Generic Online Paradigm for Video Instance Segmentation Feng Zhu Zongxin Yang Xin Yu Yezhou Yang Yunchao Wei 85 10 0 05 Aug 2022
Per-Clip Video Object Segmentation Kwanyong Park Sanghyun Woo Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 91 51 0 03 Aug 2022
Region Aware Video Object Segmentation with Deep Motion Modeling Bo Miao Bennamoun Yongsheng Gao Ajmal Mian VOS 110 17 0 21 Jul 2022
Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations H. Malik Shahina Kunhimon Muzammal Naseer Salman Khan Fahad Shahbaz Khan AAML 55 8 0 18 Jul 2022
Learning Quality-aware Dynamic Memory for Video Object Segmentation Yong Liu R. Yu Fei Yin Xinyuan Zhao Wei Zhao Weihao Xia Yujiu Yang VOS 65 50 0 16 Jul 2022
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model Ho Kei Cheng Alex Schwing VLM VOS 111 410 0 14 Jul 2022
Towards Grand Unification of Object Tracking B. Yan Yi Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 157 139 0 14 Jul 2022
Tackling Background Distraction in Video Object Segmentation Suhwan Cho Heansung Lee Minhyeok Lee Chaewon Park Sungjun Jang Minjung Kim Sangyoun Lee VOS 106 29 0 14 Jul 2022
Segmenting Moving Objects via an Object-Centric Layered Representation Jun Xie Weidi Xie Andrew Zisserman VOS OCL 100 49 0 05 Jul 2022
SiamMask: A Framework for Fast Online Object Tracking and Segmentation Weiming Hu Qiang Wang Li Zhang Luca Bertinetto Philip Torr VOS 81 79 0 05 Jul 2022
Text-Driven Stylization of Video Objects Sebastian Loeschcke Serge Belongie Sagie Benaim VGen DiffM 77 17 0 24 Jun 2022
Patch-level Representation Learning for Self-supervised Vision Transformers Sukmin Yun Hankook Lee Jaehyung Kim Jinwoo Shin ViT 120 68 0 16 Jun 2022
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos Gamaleldin F. Elsayed Aravindh Mahendran Sjoerd van Steenkiste Klaus Greff Michael C. Mozer Thomas Kipf VOS OCL 143 143 0 15 Jun 2022
Recurrent Dynamic Embedding for Video Object Segmentation Mingxing Li Liucheng Hu Zhiwei Xiong Bang Zhang Pan Pan Dong Liu VOS 156 64 0 08 May 2022
Boosting Video Object Segmentation based on Scale Inconsistency Hengyi Wang Changjae Oh VOS 116 0 0 02 May 2022
Task-Induced Representation Learning Jun Yamada Karl Pertsch Anisha Gunjal Joseph J. Lim SSL 62 13 0 25 Apr 2022
Representation Learning by Detecting Incorrect Location Embeddings Sepehr Sameni Simon Jenni Paolo Favaro ViT 62 5 0 10 Apr 2022
Particle Video Revisited: Tracking Through Occlusions Using Point Trajectories Adam W. Harley Zhaoyuan Fang Katerina Fragkiadaki 111 168 0 08 Apr 2022
Text2LIVE: Text-Driven Layered Image and Video Editing Omer Bar-Tal Dolev Ofri-Amar Rafail Fridman Yoni Kasten Tali Dekel VGen DiffM 111 319 0 05 Apr 2022
Mugs: A Multi-Granular Self-Supervised Learning Framework Pan Zhou Yichen Zhou Chenyang Si Weihao Yu Teck Khim Ng Shuicheng Yan VLM 81 60 0 27 Mar 2022
Robust Visual Tracking by Segmentation M. Paul Martin Danelljan Christoph Mayer Luc Van Gool VOS 80 65 0 21 Mar 2022
Transfer of Representations to Video Label Propagation: Implementation Factors Matter Daniel McKee Zitong Zhan Bing Shuai Davide Modolo Joseph Tighe Svetlana Lazebnik SSL 53 4 0 10 Mar 2022
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Yukun Su Jingliang Deng Rui Sun Guosheng Lin Qingyao Wu ViT 82 83 0 09 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 111 270 0 07 Mar 2022
Revisiting Click-based Interactive Video Object Segmentation Stéphane Vujasinovic Sebastian Bullinger S. Becker N. Scherer-Negenborn Michael Arens Rainer Stiefelhagen VOS 110 6 0 03 Mar 2022
Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing Ruiying Lu Ziheng Cheng Bo Chen Xin Yuan 61 5 0 01 Mar 2022
Shift-Memory Network for Temporal Scene Segmentation Guo Cheng J. Zheng 131 0 0 17 Feb 2022
Efficient Embedding of Semantic Similarity in Control Policies via Entangled Bisimulation Martín Bertrán Walter A. Talbott Nitish Srivastava J. Susskind 93 3 0 28 Jan 2022
Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions Saikat Dutta Arulkumar Subramaniam Anurag Mittal 127 9 0 27 Jan 2022
Deep Equilibrium Models for Video Snapshot Compressive Imaging Yaping Zhao Siming Zheng Xin Yuan 143 20 0 18 Jan 2022
Two-Stage is Enough: A Concise Deep Unfolding Reconstruction Network for Flexible Video Compressive Sensing Siming Zheng Xiaoyu Yang Xin Yuan 77 7 0 15 Jan 2022
Language as Queries for Referring Video Object Segmentation Jiannan Wu Yi Jiang Pei Sun Zehuan Yuan Ping Luo 73 153 0 03 Jan 2022
Siamese Network with Interactive Transformer for Video Object Segmentation Meng Lan Jing Zhang Fengxiang He Lefei Zhang ViT 82 38 0 28 Dec 2021
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking A. Lukežič Jirí Matas Matej Kristan VOS 94 10 0 22 Dec 2021
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images A. Athar Jonathon Luiten Alexander Hermans Deva Ramanan Bastian Leibe VOS 148 27 0 16 Dec 2021
Reliable Propagation-Correction Modulation for Video Object Segmentation Xiaohao Xu Jinglu Wang Xiao Li Yan Lu VOS 118 62 0 06 Dec 2021
MUNet: Motion Uncertainty-aware Semi-supervised Video Object Segmentation Jiadai Sun Yuxin Mao Yuchao Dai Yiran Zhong Jianyuan Wang VOS 73 22 0 29 Nov 2021
Conditional Object-Centric Learning from Video Thomas Kipf Gamaleldin F. Elsayed Aravindh Mahendran Austin Stone S. Sabour G. Heigold Rico Jonschkowski Alexey Dosovitskiy Klaus Greff OCL 141 218 0 24 Nov 2021
FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation Julia Gong F. Holsinger Serena Yeung VOS 32 2 0 20 Nov 2021
Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Philip Torr S. Bai VOS 66 6 0 15 Nov 2021
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos Christian Schmidt A. Athar Sabarinath Mahadevan Bastian Leibe VOS 75 30 0 15 Nov 2021
Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective Yuxi Li N. Xu Wenjie Yang John See Weiyao Lin VOS 40 5 0 02 Nov 2021
SiamPolar: Semi-supervised Realtime Video Object Segmentation with Polar Representation Yaochen Li Yuhui Hong Yonghong Song Chao Zhu Ying Zhang Ruihao Wang VOS 67 6 0 27 Oct 2021
Multi-Object Tracking and Segmentation with a Space-Time Memory Network Mehdi Miah Guillaume-Alexandre Bilodeau Nicolas Saunier VOS VOT 90 3 0 21 Oct 2021