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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
Unsupervised Object Learning via Common Fate Matthias Tangemann Steffen Schneider Julius von Kügelgen Francesco Locatello Peter V. Gehler Thomas Brox Matthias Kümmerer Matthias Bethge Bernhard Schölkopf OCL 104 25 0 13 Oct 2021
Pixel-Level Bijective Matching for Video Object Segmentation Suhwan Cho Heansung Lee Minjung Kim Sungjun Jang Sangyoun Lee VOS 115 23 0 04 Oct 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 82 21 0 28 Sep 2021
Layered Neural Atlases for Consistent Video Editing Yoni Kasten Dolev Ofri-Amar Oliver Wang Tali Dekel VGen 251 164 0 23 Sep 2021
Hierarchical Memory Matching Network for Video Object Segmentation Hongje Seong Seoung Wug Oh Joon-Young Lee Seongwon Lee Suhyeon Lee Euntai Kim VOS 108 107 0 23 Sep 2021
Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging Zhuoyuan Wu Jian Zhang Chong Mou MedIm 82 60 0 14 Sep 2021
Space Time Recurrent Memory Network Hung-Cuong Nguyen Chanho Kim Fuxin Li 139 3 0 14 Sep 2021
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network Ruiying Lu Bo Chen Guanliang Liu Ziheng Cheng Mu Qiao Xin Yuan 24 8 0 11 Sep 2021
Real-time Human-Centric Segmentation for Complex Video Scenes R. Yu Chenyu Tian Weihao Xia Xinyuan Zhao Haoqian Wang Yujiu Yang VOS 104 3 0 16 Aug 2021
Joint Inductive and Transductive Learning for Video Object Segmentation Yunyao Mao Ning Wang Wen-gang Zhou Houqiang Li VOS 89 101 0 08 Aug 2021
BundleTrack: 6D Pose Tracking for Novel Objects without Instance or Category-Level 3D Models Bowen Wen Kostas Bekris 3DPC 88 126 0 01 Aug 2021
Delta Sampling R-BERT for limited data and low-light action recognition Sanchit Hira Ritwik Das Abhinav Modi D. Pakhomov 101 17 0 12 Jul 2021
A topological solution to object segmentation and tracking Thomas R. Tsao Doris Y. Tsao VOS 43 17 0 05 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 129 241 0 02 Jul 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 150 66 0 10 Jun 2021
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation Ho Kei Cheng Yu-Wing Tai Chi-Keung Tang VOS 96 286 0 09 Jun 2021
SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation Ioannis V. Kazakos Carles Ventura Míriam Bellver Carina Silberer Xavier Giró-i-Nieto DiffM 23 2 0 08 Jun 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao ViT 196 342 0 07 Jun 2021
Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation Trung-Nghia Le Tam V. Nguyen M. Tran VOS 76 0 0 07 Jun 2021
Associating Objects with Transformers for Video Object Segmentation Zongxin Yang Yunchao Wei Yi Yang 128 294 0 04 Jun 2021
TransVOS: Video Object Segmentation with Transformers Jianbiao Mei Mengmeng Wang Yen-Yu Lin Yi Yuan Yong Liu ViT 137 29 0 01 Jun 2021
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction from Video Data Yuan-Ting Hu Jiahong Wang Raymond A. Yeh Alex Schwing 70 38 0 18 May 2021
Omnimatte: Associating Objects and Their Effects in Video Erika Lu Forrester Cole Tali Dekel Andrew Zisserman William T. Freeman Michael Rubinstein DiffM VOS 106 54 0 14 May 2021
Learning to Generate Novel Scene Compositions from Single Images and Videos V. Sushko Juergen Gall Anna Khoreva VLM GAN 23 5 0 12 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 821 6,149 0 29 Apr 2021
High-Resolution Optical Flow from 1D Attention and Correlation Haofei Xu Jiaolong Yang Jianfei Cai Juyong Zhang Xin Tong 130 77 0 28 Apr 2021
Opening up Open-World Tracking Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 102 54 0 22 Apr 2021
Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps Yuk Heo Y. Koh Chang-Su Kim VOS 84 27 0 21 Apr 2021
Self-supervised Video Object Segmentation by Motion Grouping Charig Yang Hala Lamdouar Erika Lu Andrew Zisserman Weidi Xie VOS OCL 94 162 0 15 Apr 2021
Crossover Learning for Fast Online Video Instance Segmentation Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu 117 105 0 13 Apr 2021
Learning Position and Target Consistency for Memory-based Video Object Segmentation Liucheng Hu Peng Zhang Bang Zhang Pan Pan Yinghui Xu Rong Jin VOS 104 113 0 09 Apr 2021
SiT: Self-supervised vIsion Transformer Sara Atito Ali Ahmed Muhammad Awais J. Kittler ViT 110 139 0 08 Apr 2021
Learning to Track Instances without Video Annotations Yang Fu Sifei Liu Umar Iqbal Shalini De Mello Humphrey Shi Jan Kautz VOS 97 24 0 01 Apr 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 194 95 0 31 Mar 2021
Spatiotemporal Data Mining: A Survey on Challenges and Open Problems Ali Hamdi Khaled Shaban A. Erradi Amr Mohamed Shakila Khan Rumi Flora D. Salim AI4TS 91 102 0 31 Mar 2021
Patch Craft: Video Denoising by Deep Modeling and Patch Matching Gregory Vaksman Michael Elad P. Milanfar 48 66 0 25 Mar 2021
Video Instance Segmentation with a Propose-Reduce Paradigm Huaijia Lin Ruizheng Wu Shu Liu Jiangbo Lu Jiaya Jia VLM 78 98 0 25 Mar 2021
Efficient Regional Memory Network for Video Object Segmentation Haozhe Xie Huanjin Yao Shangchen Zhou Shengping Zhang Wenxiu Sun VOS 143 139 0 24 Mar 2021
Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mennatullah Siam Alex Kendall Martin Jägersand VOS VLM 78 20 0 19 Mar 2021
Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild Zhao-Heng Yin Jia Zheng Weixin Luo Shenhan Qian Hanling Zhang Shenghua Gao VOS 71 17 0 18 Mar 2021
Fast Interactive Video Object Segmentation with Graph Neural Networks Viktor Varga András Lőrincz VOS 62 11 0 05 Mar 2021
Memory-Efficient Network for Large-scale Video Compressive Sensing Ziheng Cheng Bo Chen Guanliang Liu Hao Zhang Ruiying Lu Zhengjue Wang Xin Yuan 93 63 0 04 Mar 2021
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing Zhengjue Wang Hao Zhang Ziheng Cheng Bo Chen Xin Yuan 69 52 0 02 Mar 2021
BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-Agnostic Supervised Background Subtraction M. Tezcan Prakash Ishwar Janusz Konrad 67 79 0 23 Jan 2021
SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation Brendan Duke Abdalla Ahmed Christian Wolf P. Aarabi Graham W. Taylor VOS 70 167 0 21 Jan 2021
Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning Rishabh Agarwal Marlos C. Machado Pablo Samuel Castro Marc G. Bellemare OffRL 124 168 0 13 Jan 2021
The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels Austin Stone Oscar Ramirez K. Konolige Rico Jonschkowski 179 102 0 07 Jan 2021
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation Hyojin Park Jayeon Yoo Seohyeong Jeong Ganesh Venkatesh Nojun Kwak VOS 69 36 0 21 Dec 2020
Robust Consistent Video Depth Estimation Johannes Kopf Xuejian Rong Jia-Bin Huang MDE 197 170 0 10 Dec 2020
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 96 34 0 09 Dec 2020