  A simple approach for orthogonal wavelets in compressed sensing (CS)
applications is presented. We compare efficient algorithm for different
orthogonal wavelet measurement matrices in CS for image processing from scanned
photographic plates (SPP). Some important characteristics were obtained for
astronomical image processing of SPP. The best orthogonal wavelet choice for
measurement matrix construction in CS for image compression of images of SPP is
given. The image quality measure for linear and nonlinear image compression
method is defined.

Computer Vision and Pattern Recognition;Instrumentation and Methods for Astrophysics;Data Analysis, Statistics and Probability