DocumentCode :
1928877
Title :
A New Method of 3-D Wavelet Image Compression
Author :
He, Tong-Lin ; You, Chun-Yan ; Zheng, Peng
Author_Institution :
Chongqing Vocational Inst. of Eng., Chongqing
Volume :
3
fYear :
2007
fDate :
19-22 Aug. 2007
Firstpage :
1611
Lastpage :
1615
Abstract :
To compress image sequence, a coder structure, which combines the standard 3-D wavelet transform with motion compensation, has been introduced. For image sequence with slow motion, according to the characteristic of the wavelet transformed data, a new coding algorithm, which integrated the improved EZW(Embedded Zerotree Wavelets Encoding) and pixel coding, has been presented. Computer simulation shows that through the method not only the computational complexity is reduced but also even when the compress ratio gets 400:1, the recovered image quality still can gain more than 29 dB.
Keywords :
data compression; image coding; image sequences; motion compensation; wavelet transforms; 3D wavelet image compression; coder structure; computational complexity; embedded zerotree wavelets encoding; image sequence; motion compensation; pixel coding; Computer simulation; Cybernetics; Discrete cosine transforms; Filters; Image coding; Image sequences; Machine learning; Motion compensation; Pixel; Wavelet transforms; 3-D wavelet; Image compression; Motion compensation; Pixel coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
Type :
conf
DOI :
10.1109/ICMLC.2007.4370403
Filename :
4370403
Link To Document :
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