Complex Quasi-Newton Proximal Methods for the Image Reconstruction in Compressed Sensing MRI

This work studies a complex quasi-Newton proximal method (CQNPM) for MRI reconstruction using wavelets or total variation (TV) based regularization. Our experiments show that our method is faster than the accelerated proximal method 1,2 in terms of iteration and CPU time.