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20242026
most citedLSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation

1 citations · 1 across the 8 of their papers we have counts for

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cs.CV2025

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild

Henghui Ding, Chang Liu, Nikhila Ravi +33

This report provides a comprehensive overview of the 4th Pixel-level Video Understanding in the Wild (PVUW) Challenge, held in conjunction with CVPR 2025. It summarizes the challen…

cs.CV2025

FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution

Mengjiao Wang, Junpei Zhang, Xu Liu +2

Video Object Segmentation (VOS) is one of the most fundamental and challenging tasks in computer vision and has a wide range of applications. Most existing methods rely on spatiote…