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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 21 0 0 15 Apr 2025
MASSeg : 2nd Technical Report for 4th PVUW MOSE Track Xuqiang Cao Linnan Zhao Jiaxuan Zhao Fang Liu Puhua Chen Wenping Ma 32 0 0 14 Apr 2025
FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution Mengjiao Wang Junpei Zhang Xu Liu Yuting Yang Mengru Ma VOS 47 0 0 13 Apr 2025
STSeg-Complex Video Object Segmentation: The 1st Solution for 4th PVUW MOSE Challenge Kehuan Song Xinglin Xie Kexin Zhang Licheng Jiao Lingling Li S. M. I. Simon X. Yang VOS 42 0 0 11 Apr 2025
The 1st Solution for 4th PVUW MeViS Challenge: Unleashing the Potential of Large Multimodal Models for Referring Video Segmentation Hao Fang Runmin Cong Xiankai Lu Z. Chen Wei Zhang 29 0 0 07 Apr 2025
LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation Henghui Ding Lingyi Hong Chang Liu Ning Xu L. Yang ... Bin Cao Yisi Zhang Hanyi Wang Xingjian He Jing Liu VOS 19 2 0 09 Sep 2024
The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation Tuyen Tran 23 2 0 22 Aug 2024
UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track Hao Fang Feiyu Pan Xiankai Lu Wei Zhang Runmin Cong 21 3 0 19 Aug 2024
2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation Bin Cao Yisi Zhang Xuanxu Lin Xingjian He Bo-Lu Zhao Jing Liu 42 2 0 20 Jun 2024
Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation Shuting He Henghui Ding VOS 24 23 0 04 Apr 2024
VLT: Vision-Language Transformer and Query Generation for Referring Segmentation Henghui Ding Chang Liu Suchen Wang Xudong Jiang 59 86 0 28 Oct 2022