JOURNAL ARTICLE

A Lossless Color Image Compression Algorithm with Adaptive Arithmetic Coding Based on Adjacent Data Probability

Abstract

In this paper, we propose a simple loss less algorithm which can compress all types of images with the same high Compression Rate. The algorithm consists of two phases. First, it removes the correlation between pixels with Snake Scan to get residual of data. And then encode the residual of data with an Adaptive Arithmetic Coding. This Adaptive Arithmetic Coding only uses adjacent data to build the probability model. 24 color images provided by Kodak Company were used to test compression rate of this proposed algorithm. The results show the efficiency of this proposed algorithm is better than original Adaptive Arithmetic Coding method.

Keywords:
Arithmetic coding Lossless compression Data compression Context-adaptive binary arithmetic coding Adaptive coding Algorithm Computer science Coding (social sciences) Context-adaptive variable-length coding Residual ENCODE Data compression ratio Pixel Image compression Tunstall coding Color Cell Compression Artificial intelligence Mathematics Image processing Image (mathematics) Statistics

Metrics

4
Cited By
0.28
FWCI (Field Weighted Citation Impact)
11
Refs
0.61
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Steganography and Watermarking Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Video Coding and Compression Technologies
Physical Sciences →  Computer Science →  Signal Processing

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