DocumentCode :
1385165
Title :
Wavelet packet image coding using space-frequency quantization
Author :
Xiong, Zixiang ; Ramchandran, Kannan ; Orchard, Michael T.
Author_Institution :
Dept. of Electr. Eng., Hawaii Univ., Honolulu, HI, USA
Volume :
7
Issue :
6
fYear :
1998
fDate :
6/1/1998 12:00:00 AM
Firstpage :
892
Lastpage :
898
Abstract :
We extend our previous work on space-frequency quantization (SFQ) for image coding from wavelet transforms to the more general wavelet packet transforms. The resulting wavelet packet coder offers a universal transform coding framework within the constraints of filterbank structures by allowing joint transform and quantizer design without assuming a priori statistics of the input image. In other words, the new coder adaptively chooses the representation to suit the image and the quantization to suit the representation. Experimental results show that, for some image classes, our new coder gives excellent coding performance
Keywords :
image coding; image representation; quantisation (signal); transform coding; wavelet transforms; coding performance; experimental results; filterbank structures; image classes; image representation; input image; quantizer design; space-frequency quantization; transform design; universal transform coding; wavelet packet coder; wavelet packet image coding; wavelet packet transforms; wavelet transforms; Filter bank; Frequency; Image coding; Quantization; Rate-distortion; Statistics; Transform coding; Wavelet packets; Wavelet transforms; Waves;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/83.679438
Filename :
679438
Link To Document :
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