Transformed ${\ell }_1$ Gradient Regularization for Image Denoising

Nabiha Choudhury, Jianqing Jia, Yifei Lou

Total variation (TV) regularization is a classical edge-preserving technique widely used across image recovery and reconstruction problems; however, its convex ${\ell }_1$ gradient pe…