4 papers
SWT: Self-Supervised Video Object Segmentation via Sliding, Wavelet and Transportation
Zhengtong Zhu, Jiaqing Fan, Hanwen Qian +1
Video Object Segmentation (VOS) aims to accurately segment target objects from consecutive video frames and track the changes of the objects in each frame of the video. Conventiona…
Unlocking Motion in Expressions: Temporal Calibration for Referring Video Object Segmentation
Yiwen Jiang, Zhengtong Zhu, Ruixin Zhang +1
Referring Video Object Segmentation (RVOS) aims to segment referred objects at the pixel level in video sequences based on natural language descriptions. Existing methods typically…
Training-Free Spatio-temporal Decoupled Reasoning Video Segmentation with Adaptive Object Memory
Zhengtong Zhu, Jiaqing Fan, Zhixuan Liu +1
Reasoning Video Object Segmentation (ReasonVOS) is a challenging task that requires stable object segmentation across video sequences using implicit and complex textual inputs. Pre…
Temporal-Conditional Referring Video Object Segmentation with Noise-Free Text-to-Video Diffusion Model
Ruixin Zhang, Jiaqing Fan, Yifan Liao +2
Referring Video Object Segmentation (RVOS) aims to segment specific objects in a video according to textual descriptions. We observe that recent RVOS approaches often place excessi…