MPMAP super-resolution image restoration algorithm based on multiframes or multisensors
Binghua Su, Weiqi Jin · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2002
Using low-resolution (LR) multiframes from the same object with subpixel displacement to each other is a better solution for the high-resolution restoration of undersamped images. A super-resolution (SR) image restoration algorithm based on multiframes or multisensors is proposed for blurred, noisy and undersampled images. Poisson-MAP image restoration algorithm with Markov constraint (MPMAP) is used in the proposed approach. The high-resolution restored images are obtained, and the performances of the proposed approach are presented in the simulated experiments.