DocumentCode
3370244
Title
Tchebichef Moment Transform for colour image dithering
Author
Rahmalan, Hidayah ; Ernawan, Ferda ; Abu, Nur Azman
Author_Institution
Fac. of Inf. & Commun. Technol., Univ. Teknikal Malaysia Melaka, Durian Tunggal, Malaysia
Volume
2
fYear
2012
fDate
12-14 June 2012
Firstpage
866
Lastpage
871
Abstract
Currently, small mobile devices may not have the capability to display high fidelity true colour images. It is expected to have limited capability in computational power and storage. However, a small mobile device is expected to perform efficiently in displaying images. A dithering technique is called for here in order to improve the perceptual visual quality of the limited bit depth images. Typically, a true colour image is reduced down to fewer bits per pixel. In order to efficiently dither a colour image on small mobile devices, this paper proposes 2×2 Tchebichef Moment Transform (TMT) approach. Earlier, a 2×2 Discrete Wavelet Transform (DWT) has been proposed for better image quality on dithering. The 2×2 TMT has been chosen since it performs better than the 2×2 DWT. TMT incorporates simplified mathematical framework technique using matrices. The result shows that 2×2 TMT gives perceptually better quality on colour image dithering in significantly efficient fashion.
Keywords
discrete wavelet transforms; image colour analysis; matrix algebra; mobile handsets; DWT; TMT approach; Tchebichef moment transform approach; computational power; computational storage; discrete wavelet transform; image colour dithering; mathematical framework technique; matrices; mobile devices; perceptual visual quality; Discrete wavelet transforms; Filtering; Image color analysis; Image reconstruction; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4577-1968-4
Type
conf
DOI
10.1109/ICIAS.2012.6306136
Filename
6306136
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