Title :
Non separable 3D lifting structure compatible with separable quadruple lifting DWT
Author :
Iwahashi, Masahiro ; Orachon, Teerapong ; Kiya, Hitoshi
Author_Institution :
Dept. of Electr., Nagaoka Univ. of Technol., Nagaoka, Japan
fDate :
Oct. 29 2013-Nov. 1 2013
Abstract :
This report reduces the total number of lifting steps in a 3D quadruple lifting DWT (discrete wavelet transform). In the JPEG 2000 international standard, the 9/7 quadruple lifting DWT has been widely utilized for image data compression. It has been also applied to volumetric medical image data analysis. However, it has long delay from input to output due to cascading four (quadruple) lifting steps per dimension. We reduce the total number of lifting steps introducing 3D direct memory accessing under the constraint that it has backward compatibility with the conventional DWT in JPEG 2000. As a result, the total number of lifting steps is reduced from 12 to 8 (67 %) without significant degradation of data compression performance.
Keywords :
data analysis; data compression; discrete wavelet transforms; file organisation; image coding; 3D direct memory access; JPEG 2000 international standard; discrete wavelet transform; image data compression; lifting steps; nonseparable 3D lifting structure; separable 3D quadruple lifting DWT; volumetric medical image data analysis; Discrete wavelet transforms; Image coding; Signal processing; Three-dimensional displays; Transform coding;
Conference_Titel :
Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013 Asia-Pacific
Conference_Location :
Kaohsiung
DOI :
10.1109/APSIPA.2013.6694107