The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation

2 May 2019

Kevis-Kokitsi Maninis

Luc Van Gool

VOS

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Papers citing "The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation"

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Title
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors Yanrui Bin Wenbo Hu Haoyuan Wang Xinya Chen Bing Wang DiffM 47 0 0 15 Apr 2025
SV4D 2.0: Enhancing Spatio-Temporal Consistency in Multi-View Video Diffusion for High-Quality 4D Generation Chun-Han Yao Yiming Xie Vikram S. Voleti Huaizu Jiang Varun Jampani 3DGS VGen 70 0 0 20 Mar 2025
SPOC: Spatially-Progressing Object State Change Segmentation in Video Priyanka Mandikal Tushar Nagarajan Alex Stoken Zihui Xue Kristen Grauman 46 0 0 15 Mar 2025
REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder Yitian Zhang Long Mai Aniruddha Mahapatra David Bourgin Yicong Hong Jonah Casebeer Feng Liu Y. Fu DiffM VGen 56 0 0 11 Mar 2025
SIRE: SE(3) Intrinsic Rigidity Embeddings Cameron Smith Basile Van Hoorick Vitor Campagnolo Guizilini Yue Wang 42 0 0 10 Mar 2025
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Yunzhi Zhuge Hongyu Gu Lu Zhang Jinqing Qi Huchuan Lu VOS 71 2 0 14 Jan 2025
Generative Omnimatte: Learning to Decompose Video into Layers Yao-Chih Lee Erika Lu Sarah Rumbley Michal Geyer Jia-Bin Huang Tali Dekel Forrester Cole DiffM VGen 105 5 0 25 Nov 2024
Shaping a Stabilized Video by Mitigating Unintended Changes for Concept-Augmented Video Editing Mingce Guo Jingxuan He Shengeng Tang Zhangye Wang Lechao Cheng VGen DiffM 28 0 0 16 Oct 2024
OKAMI: Teaching Humanoid Robots Manipulation Skills through Single Video Imitation Jinhan Li Yifeng Zhu Yuqi Xie Zhenyu Jiang Mingyo Seo Georgios Pavlakos Yuke Zhu LM&Ro 31 31 0 15 Oct 2024
RNA: Video Editing with ROI-based Neural Atlas Jaekyeong Lee Geonung Kim Sunghyun Cho VGen 24 1 0 10 Oct 2024
X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation Pinxue Guo Wanyun Li Hao Huang Lingyi Hong Xinyu Zhou Zhaoyu Chen Jinglun Li Kaixun Jiang Wei Zhang Wenqiang Zhang VLM VOS 47 2 0 28 Sep 2024
Hybrid Cost Volume for Memory-Efficient Optical Flow Yang Zhao Gangwei Xu Gang Wu 48 2 0 06 Sep 2024
ControlCol: Controllability in Automatic Speaker Video Colorization Rory Ward John G. Breslin Peter Corcoran DiffM 42 1 0 21 Aug 2024
3D-Aware Instance Segmentation and Tracking in Egocentric Videos Yash Bhalgat Vadim Tschernezki Iro Laina João F. Henriques Andrea Vedaldi Andrew Zisserman VOS 37 1 0 19 Aug 2024
SAM 2: Segment Anything in Images and Videos Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 55 725 0 01 Aug 2024
SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency Yiming Xie Chun-Han Yao Vikram S. Voleti Huaizu Jiang Varun Jampani VGen 75 39 0 24 Jul 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective Rui Qian Shuangrui Ding Dahua Lin OCL 52 1 0 09 Jul 2024
UVIS: Unsupervised Video Instance Segmentation Shuaiyi Huang Saksham Suri Kamal Gupta Sai Saketh Rambhatla Ser-Nam Lim Abhinav Shrivastava VLM 39 3 0 11 Jun 2024
Rethink Predicting the Optical Flow with the Kinetics Perspective Yuhao Cheng Si-Jia Zhang Yiqiang Yan 38 0 0 21 May 2024
LVOS: A Benchmark for Large-scale Long-term Video Object Segmentation Lingyi Hong Zhongying Liu Wenchao Chen Chenzhi Tan Yuang Feng ... Jinglun Li Zhaoyu Chen Shuyong Gao Wei Zhang Wenqiang Zhang VLM VOS 42 12 0 30 Apr 2024
Streaming Dense Video Captioning Xingyi Zhou Anurag Arnab Shyamal Buch Shen Yan Austin Myers Xuehan Xiong Arsha Nagrani Cordelia Schmid VLM 44 33 0 01 Apr 2024
Appearance-based Refinement for Object-Centric Motion Segmentation Junyu Xie Weidi Xie Andrew Zisserman VOS 38 3 0 18 Dec 2023
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume Gangwei Xu Shujun Chen Hao Jia Miaojie Feng Xin Yang 54 5 0 06 Dec 2023
Learning from One Continuous Video Stream João Carreira Michael King Viorica Patraucean Dilara Gokay Catalin Ionescu ... Joseph Heyward Carl Doersch Y. Aytar Dima Damen Andrew Zisserman CLL 32 4 0 01 Dec 2023
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification Nicolas Gorlo Kenneth Blomqvist Francesco Milano Roland Siegwart VLM 36 2 0 05 Nov 2023
STOW: Discrete-Frame Segmentation and Tracking of Unseen Objects for Warehouse Picking Robots Yi Li Muru Zhang Markus Grotz Kaichun Mo Dieter Fox 42 4 0 04 Nov 2023
Out of Sight, Still in Mind: Reasoning and Planning about Unobserved Objects with Video Tracking Enabled Memory Models Yixuan Huang Jialin Yuan Chanho Kim Pupul Pradhan Bryan Chen Fuxin Li Tucker Hermans 40 7 0 26 Sep 2023
Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes Youssef Shoeb Robin Shing Moon Chan Gesina Schwalbe Azarm Nowzard Fatma Guney Hanno Gottschalk 18 6 0 08 Sep 2023
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 43 121 0 07 Sep 2023
Root Pose Decomposition Towards Generic Non-rigid 3D Reconstruction with Monocular Videos Yikai Wang Yinpeng Dong Gang Hua X. Yang 26 9 0 19 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos Rui Qian Shuangrui Ding Xian Liu Dahua Lin 34 14 0 19 Aug 2023
Eye-Shield: Real-Time Protection of Mobile Device Screen Information from Shoulder Surfing Brian Tang Kang G. Shin 11 5 0 07 Aug 2023
Segment Anything Meets Point Tracking Frano Rajič Lei Ke Yu-Wing Tai Chi-Keung Tang Martin Danelljan Feng Yu VLM VOS 41 74 0 03 Jul 2023
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments Yu Sun Qian Bao Wu Liu Tao Mei Michael J. Black 3DH 33 60 0 05 Jun 2023
Reliability-Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation Zikun Zhou Kaige Mao Wenjie Pei Hongpeng Wang Yaowei Wang Zhenyu He VOS 31 1 0 25 Mar 2023
Rethinking Optical Flow from Geometric Matching Consistent Perspective Qiaole Dong Chenjie Cao Yanwei Fu 30 33 0 15 Mar 2023
Semantic Attention Flow Fields for Monocular Dynamic Scene Decomposition Yiqing Liang Eliot Laidlaw Alexander Meyerowitz Srinath Sridhar James Tompkin VOS 25 13 0 02 Mar 2023
Semi-Supervised Visual Tracking of Marine Animals using Autonomous Underwater Vehicles Levi Cai Nathan McGuire R. Hanlon T. Mooney Yogesh A. Girdhar 33 31 0 14 Feb 2023
MOSE: A New Dataset for Video Object Segmentation in Complex Scenes Henghui Ding Chang Liu Shuting He Xudong Jiang Philip Torr S. Bai VOS 27 133 0 03 Feb 2023
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation Jialing Yuan Jay Patravali Hung Nguyen Chanho Kim Fuxin Li VOS 35 4 0 29 Jan 2023
SALVE: Self-supervised Adaptive Low-light Video Enhancement Zohreh Azizi Ct Kuo 27 4 0 22 Dec 2022
AdaFNIO: Adaptive Fourier Neural Interpolation Operator for video frame interpolation Hrishikesh Viswanath Md Ashiqur Rahman Rashmi Bhaskara Aniket Bera VGen 31 3 0 19 Nov 2022
Two-Level Temporal Relation Model for Online Video Instance Segmentation Ç. S. Çoban Oguzhan Keskin Jordi Pont-Tuset Fatma Guney VOS 33 0 0 30 Oct 2022
TIVE: A Toolbox for Identifying Video Instance Segmentation Errors Wenhe Jia Lu Yang Zilong Jia Wenyi Zhao Yilin Zhou Q. Song VOS 24 6 0 17 Oct 2022
RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos Yunhui Han Kunming Luo Ao Luo Jiangyu Liu Haoqiang Fan G. Luo Shuaicheng Liu 19 23 0 22 Jul 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 58 138 0 15 Jun 2022
Tag-Based Attention Guided Bottom-Up Approach for Video Instance Segmentation Jyoti Kini M. Shah VOS 24 0 0 22 Apr 2022
Temporally Efficient Vision Transformer for Video Instance Segmentation Shusheng Yang Xinggang Wang Yu Li Yuxin Fang Jiemin Fang Wenyu Liu Xun Zhao Ying Shan ViT 27 64 0 18 Apr 2022
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector Lu Cheng Mingde Zhao 28 0 0 31 Mar 2022
Efficient Video Instance Segmentation via Tracklet Query and Proposal Jialian Wu Sudhir Yarram Hui Liang Tian Lan Junsong Yuan J. Eledath Gérard Medioni 21 37 0 03 Mar 2022