Title
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild Henghui Ding Chang Liu Nikhila Ravi Shuting He Y. Wei ... Haobo Yuan X. Li Tao Zhang Lu Qi Ming Yang 25 0 0 15 Apr 2025
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks Miran Heo Min-Hung Chen De-An Huang Sifei Liu Subhashree Radhakrishnan Seon Joo Kim Yu-Chun Wang Ryo Hachiuma ObjD VLM 116 2 0 14 Jan 2025
Configurable Embodied Data Generation for Class-Agnostic RGB-D Video Segmentation Anthony Opipari Aravindhan K. Krishnan Shreekant Gayaka Min Sun Cheng-Hao Kuo Arnie Sen Odest Chadwicke Jenkins VOS 30 0 0 16 Oct 2024
VideoSAM: Open-World Video Segmentation Pinxue Guo Zixu Zhao Jianxiong Gao Chongruo Wu Tong He Zheng Zhang Tianjun Xiao Wenqiang Zhang VOS 21 0 0 11 Oct 2024
COCO-OLAC: A Benchmark for Occluded Panoptic Segmentation and Image Understanding Wenbo Wei Jun Wang Abhir Bhalerao 34 0 0 19 Sep 2024
ViLLa: Video Reasoning Segmentation with Large Language Model Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao VOS LRM 49 2 0 18 Jul 2024
Learning Spatial-Semantic Features for Robust Video Object Segmentation Xin Li Deshui Miao Zhenyu He Y. Wang Huchuan Lu Ming Yang VOS 41 4 0 10 Jul 2024
PM-VIS+: High-Performance Video Instance Segmentation without Video Annotation Zhangjing Yang Dun Liu Xin Wang Zhe Li Barathwaj S. Anandan Yi Wu VLM VOS 31 0 0 28 Jun 2024
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao 17 2 0 11 Dec 2023
TCOVIS: Temporally Consistent Online Video Instance Segmentation Junlong Li Ting Yu Yongming Rao Jie Zhou Jiwen Lu 28 12 0 21 Sep 2023
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation Tim Meinhardt Matt Feiszli Yuchen Fan Laura Leal-Taixe Rakesh Ranjan ViT 19 5 0 29 Aug 2023
MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions Henghui Ding Chang Liu Shuting He Xudong Jiang Chen Change Loy VOS 28 101 0 16 Aug 2023
CoDeF: Content Deformation Fields for Temporally Consistent Video Processing Ouyang Hao Qiuyu Wang Yuxi Xiao Qingyan Bai Juntao Zhang Kecheng Zheng Xiaowei Zhou Qifeng Chen Yujun Shen DiffM VGen 25 81 0 15 Aug 2023
Tracking Anything in High Quality Jiawen Zhu Zhe Chen Zeqi Hao Shijie Chang Lu Zhang ... Bin Luo Ju He Jinpeng Lan Hanyuan Chen Chenyang Li VOS 8 7 0 26 Jul 2023
DVIS: Decoupled Video Instance Segmentation Framework Tao Zhang Xingye Tian Yuehua Wu Shunping Ji Xuebo Wang Yuan Zhang Pengfei Wan 17 44 0 06 Jun 2023
Co-attention Propagation Network for Zero-Shot Video Object Segmentation Gensheng Pei Yazhou Yao Fumin Shen Daniel Huang Xing-Rui Huang Hengtao Shen VOS 19 11 0 08 Apr 2023
MOSE: A New Dataset for Video Object Segmentation in Complex Scenes Henghui Ding Chang Liu Shuting He Xudong Jiang Philip H. S. Torr S. Bai VOS 25 131 0 03 Feb 2023
Region Aware Video Object Segmentation with Deep Motion Modeling Bo Miao Bennamoun Yongsheng Gao Ajmal Saeed Mian VOS 12 16 0 21 Jul 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 223 962 0 13 Dec 2020
Detection in Crowded Scenes: One Proposal, Multiple Predictions Xuangeng Chu Anlin Zheng X. Zhang Jian-jun Sun ObjD 77 170 0 20 Mar 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 70 169 0 18 Mar 2020
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian-jun Sun 205 670 0 30 Apr 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 217 3,407 0 21 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016