Audio-Visual Segmentation based on robust principal component analysis

Shun Fang, Qile Zhu, Qi Wu, Shiqian Wu, Shoulie Xie

Abstract: Highlights•Firstly introduces non-convex RPCA for Audio–Visual Segmentation.•Applies CUR decomposition to reduce computational complexity.•The task of unsupervised Audio–Visual Segmentation.•Demonstrates efficiency and effectiveness results on the AVS dataset.