DocumentCode :
1511711
Title :
A Two-Channel Overlapped Block Transform for Image Compression
Author :
Lin, Jianyu ; Smith, Mark J T
Author_Institution :
Ramaciotti Imaging Centre, Univ. of Sydney, Sydney, NSW, Australia
Volume :
19
Issue :
11
fYear :
2010
Firstpage :
3064
Lastpage :
3071
Abstract :
In this correspondence, a new two-channel overlapped block transform is introduced by prefiltering the Haar transform. The prefiltering employs plane rotations with one single rotation angle to achieve high computational efficiency. The resulting transform is equivalent to a periodically time-varying (PTV) filter bank. The proposed transform or PTV filter bank has several advantages for image coding. First, symmetric extension is very easily performed at the boundaries in spite of the fact that the filters are asymmetric. Second, arithmetic complexity can be reduced to simple shifts and adds. Finally, the performance for image compression is shown to be high, both in terms of visual quality and PSNR. As a result, the proposed transform is a competitive alternative to the 5/3 and the 9/7 filters, which are currently popular for subband/wavelet image coders.
Keywords :
Haar transforms; channel bank filters; data compression; image coding; wavelet transforms; Haar transform; arithmetic complexity; image coding; image compression; periodically time-varying filter bank; subband-wavelet image coders; two-channel overlapped block transform; Image compression; overlapped block transform; periodically time-varying (PTV) filter bank; rotations; symmetric extension;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2010.2052265
Filename :
5482177
Link To Document :
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