DocumentCode :
2932536
Title :
Development and Performance Analysis of An Adaptive and Scalable Image Compression Scheme with Wavelets
Author :
Talukder, Kamrul Hasan ; Harada, Koichi
Author_Institution :
Hiroshima Univ., Hiroshima
fYear :
2007
fDate :
7-9 March 2007
Firstpage :
250
Lastpage :
253
Abstract :
This paper presents an enhanced 2D wavelet based gray scale still image compression scheme and its performance analysis and evaluation over other system. The 2D image compression and reconstruction methods based on the Haar wavelet are developed with some enhanced features. Some of the principal factors used for the evaluation of the new adaptive system include the compression ratio, the peak signal to noise ratio (PSNR), the number of wavelet decomposition, different thresholding techniques etc. The perception based subjective (mean opinion score (MOS)) and objective (picture quality scale (PQS)) evaluation methods are also applied and their effectiveness is evaluated. The extent to which the quality of the image is degraded by wavelet compression and decompression methods is analysed. The arguments of the usefulness of wavelet transformation for image compression over today´s method are presented based on the experimental results obtained.
Keywords :
Haar transforms; data compression; image coding; image enhancement; image reconstruction; wavelet transforms; 2D wavelet based gray scale still image enhancement; Haar wavelet; adaptive system; image compression scheme; image reconstruction methods; mean opinion score; peak signal to noise ratio; performance analysis; picture quality scale; Bandwidth; Degradation; Discrete cosine transforms; Discrete wavelet transforms; Frequency; Image coding; Performance analysis; Spatial resolution; Wavelet analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Communication Technology, 2007. ICICT '07. International Conference on
Conference_Location :
Dhaka
Print_ISBN :
984-32-3394-8
Type :
conf
DOI :
10.1109/ICICT.2007.375387
Filename :
4261410
Link To Document :
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