Application of Blind-Signal-Processing Algorithm in Image Separation - Blind-Signal-Processing in Image Separation
Chuen-Yau Chen, Cheng-Yuan Lin, Wei-Ching Liu, Yen-Ting Chen · 2019
We take advantage of the relative gradient method and the bound component analysis algorithm to propose the relative-gradient bound component analysis algorithm in this paper. This algorithm does not need to compute the inverse matrix and the covariance matrix. It can successfully separate the mixed pictures without whitening. The time complexity and the space complexity of this algorithm are both lower than those of the original bound component analysis algorithm.