Lossless Image Compression Based on Multiple-Tables Arithmetic Coding

被引:4
作者
Chen, Rung-Ching [2 ]
Pai, Pei-Yan [3 ]
Chan, Yung-Kuan [1 ]
Chang, Chin-Chen [3 ,4 ]
机构
[1] Natl Chung Hsing Univ, Dept Management Informat Syst, Taichung 402, Taiwan
[2] Chaoyang Univ Technol, Dept Informat Management, Wufong Township 41349, Taichung County, Taiwan
[3] Natl Tsing Hua Univ, Dept Comp Sci, Hsinchu 300, Taiwan
[4] Feng Chia Univ, Dept Informat Engn & Comp Sci, Taichung 407, Taiwan
关键词
Digital arithmetic - Encoding (symbols) - Image coding - Redundancy - Digital image storage - Image compression - Signal encoding;
D O I
10.1155/2009/128317
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper is intended to present a lossless image compression method based on multiple-tables arithmetic coding (MTAC) method to encode a gray-level image f. First, the MTAC method employs a median edge detector (MED) to reduce the entropy rate of f. The gray levels of two adjacent pixels in an image are usually similar. A base-switching transformation approach is then used to reduce the spatial redundancy of the image. The gray levels of some pixels in an image are more common than those of others. Finally, the arithmetic encoding method is applied to reduce the coding redundancy of the image. To promote high performance of the arithmetic encoding method, the MTAC method first classifies the data and then encodes each cluster of data using a distinct code table. The experimental results show that, in most cases, the MTAC method provides a higher efficiency in use of storage space than the lossless JPEG2000 does. Copyright (c) 2009 Rung-Ching Chen et al.
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页数:13
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