Title :
Dynamically Constructing Mixed Pyramid for Fast VQ Encoding
Author :
Sun, Hong-Wei ; Lam, Kwok-Yan ; Sun, Jia-Guang ; Chung, Siu-Leung
Author_Institution :
Tsinghua Univ., Beijing
Abstract :
This paper presents a new VQ encoding method using a dynamically constructed mixed pyramid for fast image compression. Our method enhances the speed of VQ encoding by allowing the "nearest" codeword of an input block to be identified without computing the Euclidean distances between the input block and all codewords. Our method is based on, and enhanced from, two recently proposed methods based on mixed pyramid data structure and dynamically constructed subvectors, respectively. Experimental results demonstrated that our method is more efficient than the previous two methods.
Keywords :
image coding; vector quantisation; vectors; Euclidean distance; VQ encoding; dynamically constructed subvector; dynamically constructing mixed pyramid; image compression; mixed pyramid data structure; nearest codeword; Data structures; Digital images; Encoding; Euclidean distance; Image coding; Information security; Information systems; Sun; Testing; Vector quantization;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2007. IIHMSP 2007. Third International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-2994-1
DOI :
10.1109/IIHMSP.2007.4457585