Hyperspectral image denoising via cooperated self-supervised CNN transform and nonconvex regularization

Ruizhi Hou, Fang Li

Abstract: Highlights•A novel HSI denoising model with self-supervised CNN and nonconvex TV regularization.•A hybrid algorithm built on HQS and ADMM with a global convergence guarantee.•State-of-the-art performance on HSI denoising.