DocumentCode :
1611028
Title :
A new approach to lossless image compression
Author :
Chang, Chin-Chen ; Hsieh, Chih-Ping ; Hsiao, Ju-Yuan
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
Volume :
2
fYear :
2003
Firstpage :
1734
Abstract :
In this paper, we shall propose a lossless image compression method based on base switching transformation (BST). In order to lower down the difference between the minimum and maximum pixel values of each block used in BST and reduce the number of bits that BST needs, the first step we take is to modify each pixel value of original image by subtracting the value of the neighboring pixel from it. The reason is that the pixel values of two neighboring pixels are usually very close to each other. Besides, we provide a hierarchical concept for the BST method. It can effectively improve the compression ratio. With our experimental results, we have made a comparison among our method, the joint photographic experts group (JPEG) compression method, and joint bi-level image experts group (JBIG) compression method, in which our method proves to be superior.
Keywords :
data compression; image coding; image restoration; transform coding; JBIG; JPEG; Joint Bilevel Image Experts Group; Joint Photographic Experts Group; base switching transformation; compression method; compression ratio; lossless image compression; pixel values; Binary search trees; Biomedical imaging; Computer science; Fractals; Humans; Image coding; Information management; Pixel; Propagation losses; Transform coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Technology Proceedings, 2003. ICCT 2003. International Conference on
Print_ISBN :
7-5635-0686-1
Type :
conf
DOI :
10.1109/ICCT.2003.1209863
Filename :
1209863
Link To Document :
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