Title :
An Efficient Wavelet Based Embedded Color Image Coding Technique using Block-Tree Approach
Author :
Athar Ali Moinuddin ; Ekram Khan ; Ghanbari, Milad
Author_Institution :
Dept. of Electron. Eng., Aligarh Muslim Univ., India
Abstract :
In this paper, we propose a simple and efficient technique for embedded color image coding. The proposed algorithm exploits inter- and intra-subband correlations of the wavelet transformed luminance (Y) and chrominance (U and V) planes as well as the interdependency among the coefficients of the three-color planes. The coefficients of the three-color planes are linked through the composite spatial orientation trees (CSOT) having root nodes in the Y-plane only. The CSOT is defined for blocks of coefficients rather than a single coefficient. Thus, the proposed algorithm combines the features of both zero-tree and zero-block based algorithm into a single algorithm due to the use of block-tree hierarchical structure. Simulation results show the improved performance of the proposed algorithm over other sate-of-the-art coders such as MPEG-4, color SPIHT (CSPIHT), color SPECK (CPECK), and JPEG-2000.
Keywords :
brightness; correlation methods; image coding; image colour analysis; wavelet transforms; CSOT; block-tree approach; chrominance plane; composite spatial orientation tree; embedded color image coding technique; intersubband correlation; intrasubband correlation; sate-of-the-art coder; three-color plane; wavelet transformed luminance; Color; Decoding; Image coding; MPEG 4 Standard; Modeling; Rate-distortion; Scalability; Systems engineering and theory; Wavelet coefficients; Wavelet transforms; color image coding; embedded coding; image coding; wavelet transform;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.313105