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24 August 2006 The Rice coding algorithm achieves high-performance lossless and progressive image compression based on the improving of integer lifting scheme Rice coding algorithm
Xie Cheng Jun, Yan Su, Zhang Wei
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Proceedings Volume 6312, Applications of Digital Image Processing XXIX; 63120F (2006) https://doi.org/10.1117/12.679313
Event: SPIE Optics + Photonics, 2006, San Diego, California, United States
Abstract
In this paper, a modified algorithm was introduced to improve Rice coding algorithm and researches of image compression with the CDF (2,2) wavelet lifting scheme was made. Our experiments show that the property of the lossless image compression is much better than Huffman, Zip, lossless JPEG, RAR, and a little better than (or equal to) the famous SPIHT. The lossless compression rate is improved about 60.4%, 45%, 26.2%, 16.7%, 0.4% on average. The speed of the encoder is faster about 11.8 times than the SPIHT's and its efficiency in time can be improved by 162%. The speed of the decoder is faster about 12.3 times than that of the SPIHT's and its efficiency in time can be rasied about 148%. This algorithm, instead of largest levels wavelet transform, has high coding efficiency when the wavelet transform levels is larger than 3. For the source model of distributions similar to the Laplacian, it can improve the efficiency of coding and realize the progressive transmit coding and decoding.
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Xie Cheng Jun, Yan Su, and Zhang Wei "The Rice coding algorithm achieves high-performance lossless and progressive image compression based on the improving of integer lifting scheme Rice coding algorithm", Proc. SPIE 6312, Applications of Digital Image Processing XXIX, 63120F (24 August 2006); https://doi.org/10.1117/12.679313
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KEYWORDS
Image compression
Wavelets
Computer programming
Chromium
Wavelet transforms
Bismuth
Image quality standards
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