DocumentCode :
2750454
Title :
Performance Evaluation of Shape Adaptive Discrete Wavelet Transform Based Magnetic Resonance Images Coding
Author :
Suresh, G.R. ; Sudha, S. ; Sukanesh, R.
Author_Institution :
Sch. of Eng. & Tech., INTI Int. Coll. Penang, Bayan Lepas, Malaysia
fYear :
2009
fDate :
3-5 April 2009
Firstpage :
182
Lastpage :
186
Abstract :
Region based coding is an important feature in todaypsilas image coding techniques as it follows different regions of the image will be encoded at different bit rates and hence at different qualities rather than encoding the entire image with a single quality constraints. This paper evaluates the features of using shape adaptive wavelet transform for the region based coding of the brain magnetic resonance images, in which the brain part will be encoded with more importance than the background. Shape adaptive discrete wavelet transform (SA-DWT) can transform the regions of interest and the background on the images independently and the coefficients can be encoded by using the SPIHT coding at different levels. This algorithm was compared with the existing wavelet based coding techniques and a better PSNR was achieved for the same bit rate by reconstructing the region of interest with high quality than the background.
Keywords :
adaptive codes; biomedical MRI; brain; data compression; discrete wavelet transforms; image coding; image reconstruction; medical image processing; neurophysiology; transform coding; SPIHT coding; bit rate; brain magnetic resonance images coding; feature evaluation; image reconstruction; region based coding; region-of-interest; shape adaptive discrete wavelet transform; single quality constraint; Biomedical imaging; Bit rate; Discrete wavelet transforms; Educational institutions; Image coding; Image storage; Magnetic resonance; Medical diagnostic imaging; Shape; Wavelet transforms; Image coding; Medical Image compression; Shape adaptive wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Future Computer and Communication, 2009. ICFCC 2009. International Conference on
Conference_Location :
Kuala Lumpar
Print_ISBN :
978-0-7695-3591-3
Type :
conf
DOI :
10.1109/ICFCC.2009.117
Filename :
5189767
Link To Document :
بازگشت