Title :
Adaptive directional wavelet transform based on edge directed interpolation for image coding
Author :
Lama, Ramesh Kumar ; Kwon, G.
Author_Institution :
Dept. Infomation & Commun. Eng., Chosun Univ., Gwangju, South Korea
Abstract :
We propose a new image compression method based on directional wavelet transform. The proposed method exploits the local characteristics of image by combining the wavelet filters adaptive to edge orientation with quincunx sub sampling to form a 2-D non separable transform through lifting. An edge directed interpolation is implemented to obtain the pixels in sub pixel location for better representation of edge. Experimental results show that the better performance can be achieved from the proposed algorithm in terms of bit rate and the subjective quality compared to image coding based on conventional separable wavelet transform.
Keywords :
data compression; filtering theory; image coding; image representation; image sampling; interpolation; wavelet transforms; 2D nonseparable transform; adaptive directional wavelet transform; edge directed interpolation; edge orientation; edge representation; image coding; image compression; quincunx sub sampling; subpixel location; wavelet filters; Image coding; Image edge detection; Interpolation; PSNR; Transform coding; Wavelet transforms; Image coding; lifting; quincunx sub sampling; wavelet transform;
Conference_Titel :
Internet (AH-ICI), 2012 Third Asian Himalayas International Conference on
Conference_Location :
Kathmandu
Print_ISBN :
978-1-4673-2591-2
DOI :
10.1109/AHICI.2012.6408452