DocumentCode
2893363
Title
Color Image Compression Using Wavelet and Ridgelet Transform
Author
Joshi, M.S. ; Manthalhkar, R.R. ; Joshi, Yashwant V.
Author_Institution
Inf. Technol. Dept., Gov. Coll. of Eng., Aurangabad, India
fYear
2010
fDate
12-14 April 2010
Firstpage
1318
Lastpage
1321
Abstract
Image Compression is a widely explored research area. Many compression standards are existing. But still there is a scope for higher compression with quality reconstruction. The introduction of wavelets gave a different dimension to the compression. This paper aims at exploration of use of Ridgelet Transform and Wavelet Transform for color images. The Ridgelet Transform gives better PSNR performance over a wider range of percentage of retained coefficients. By selecting proper thresholding method, better results for PSNR have been obtained. Color images in the YCbCr color model are used. Extensive analysis has been carried out to arrive at the conclusion.
Keywords
data compression; image coding; image colour analysis; image reconstruction; wavelet transforms; PSNR performance; YCbCr color model; color image compression; image quality reconstruction; ridgelet transform; wavelet transform; Clustering algorithms; Color; Discrete transforms; Educational institutions; Image coding; Information technology; PSNR; Partitioning algorithms; Streaming media; Wavelet transforms; PSNR; Ridgelet Transform; retained coefficients;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology: New Generations (ITNG), 2010 Seventh International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
978-1-4244-6270-4
Type
conf
DOI
10.1109/ITNG.2010.137
Filename
5501579
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