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
Link To Document :
بازگشت