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cs.CV2025
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation
Chang Liu, Henghui Ding, Kaining Ying +46
This report presents an overview of the 7th Large-scale Video Object Segmentation (LSVOS) Challenge held in conjunction with ICCV 2025. Besides the two traditional tracks of LSVOS…
cs.CV2025
The 1st Solution for MOSEv1 Challenge on LSVOS 2025: CGFSeg
Tingmin Li, Yixuan Li, Yang Yang
Video Object Segmentation (VOS) aims to track and segment specific objects across entire video sequences, yet it remains highly challenging under complex real-world scenarios. The…
cs.CV2024
The Championship-Winning Solution for the 5th CLVISION Challenge 2024
Sishun Pan, Tingmin Li, Yang Yang
In this paper, we introduce our approach to the 5th CLVision Challenge, which presents distinctive challenges beyond traditional class incremental learning. Unlike standard setting…