... decorrelate thedata in the least mean square (LMS) sense among alllinear orthogonal transforms. PCA is a linear orthogonaltransform from an m-dimensional space to p-dimensionalspace, p≤ m, so that ... Speech Group, University of California at Berkeley,CA, USA and the researchers in the SRI International, SpeechTechnology and Research (STAR) Laboratory, Menlo Park,CA, USA for many helpful ... images. The fundamentallimitation of the DCT -based compression is the block -based segmentation or framing [13]. In these methods, depend on the block size of the images, the degradation which isalso...