Han-Wen Qian

SWT: Self-Supervised Video Object Segmentation via Sliding, Wavelet and Transportation

This paper proposes self-supervised VOS with Sliding window, Wavelet transform and optimal Transport (SWT), a self-supervised VOS framework entirely trained on static dataset using contrastive learning that achieves excellent results on five VOS datasets as well as an additional body part propagation dataset.