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