Title :
An investigation into using singular value decomposition as a method of image compression
Author :
Tian, Mei ; Luo, Si-Wei ; Liao, Ling-Zhi
Author_Institution :
Sch. of Comput. & Inf. Technol., Beijing Jiaotong Univ., China
Abstract :
The purpose of this paper is to discuss the usage possibility of singular value decomposition in image compression applications. A mistake viewpoint that is about SVD-based image compression scheme is demonstrated. The paper goes deep to study three schemes of SVD-based image compression and prove the usage feasibility of SVD-based image compression.
Keywords :
image coding; singular value decomposition; image compression; singular value decomposition; transformation coding; Singular Value Decomposition; image compression; transformation coding;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527861
