Title :
Color image coding using a novel block based embedded technique
Author :
Senapati, R.K. ; Prasad, P.M.K.
Author_Institution :
Dept. of ECE, K.L. Univ., Guntur, India
Abstract :
In this paper, an efficient, low memory embedded wavelet based color image coding technique is presented. The proposed algorithm is a listless variant of improved color set partitioning embedded block coding (CSPECK) algorithm. The inter-dependency among color planes is exploited by using novel clustering arrangement of luminance and chrominance subbands. This facilitate to encode simultaneously inter and intra subbands of luminance and chrominance components located at the same spatial locations in a hierarchical wavelet arrangement. This technique shows a significant improvement of peak-signal-to-noise-ratio (PSNR) values in most of the standard color images and videos at lower bit rates. The memory requirement of the coder is reduced by almost 84% than CSPECK.
Keywords :
image coding; image colour analysis; pattern clustering; wavelet transforms; CSPECK algorithm; PSNR values; chrominance subbands; clustering arrangement; color planes; color set partitioning embedded block coding algorithm; hierarchical wavelet arrangement; intersubbands; intrasubbands; low memory embedded wavelet based color image coding technique; luminance subbands; peak-signal-to-noise-ratio values; spatial locations; Bit rate; Clustering algorithms; Color; Image coding; Image color analysis; Memory management; Partitioning algorithms; Embedded coder; Image compression; Peak signal to noise ratio; Set partitioning embedded block; Set partitioning in hierarchical trees;
Conference_Titel :
India Conference (INDICON), 2014 Annual IEEE
Conference_Location :
Pune
Print_ISBN :
978-1-4799-5362-2
DOI :
10.1109/INDICON.2014.7030604