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
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;
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-1968-4
DOI :
10.1109/ICIAS.2012.6306136