Sparse Decomposition of Signals and Images and Preliminary Applications

Author: Wang Jianying, Yin Zhongke, Zhang Chunmei
Publisher:
Publish Date: 2006-07-01
Features: Sparse decomposition of signals and images is a new decomposition method for signals and images, with extremely broad prospects in signal and image compression coding, denoising, time-frequency analysis of signals, and signal recognition. It is a new and highly meaningful research direction in the field of signal and image processing research. This book summarizes the research progress in this direction internationally and the research achievements accumulated over many years of teaching. In terms of sparse decomposition applications, it focuses on introducing the research achievements of the authors in signal processing and image compression coding. This book is suitable for research personnel and graduate students engaged in signal and information processing, image processing, and compression coding for study and research.