Title :
Region-based fractal coding of stereo video sequences with quadtree-based disparity compensation
Author :
Zhu, Shiping ; Belloulata, Kamel
Author_Institution :
Dept. de Genie Electr. et de Genie Informatique, Sherbrooke Univ., Que., Canada
Abstract :
In order to realize the efficient and economical transmission/storage of stereo video sequences and also the region-based functionality of MPEG-4, we propose a new stereo video sequence compression scheme which uses fractal coding and encodes each region independently by a prior image segmentation map (alpha plane) which is exactly the same as in MPEG-4. We encode the first n frames of the right video sequence as a "set" using the circular prediction mapping (CPM) method and encoding the remaining frames using the non contractive interframe mapping (NCIM) method. The CPM and NCIM methods accomplish the motion estimation/compensation which can exploit the high temporal correlations between adjacent frames of the right sequence; at the same time, we exploit the spatial correlations between the left and right frames by searching for similar blocks using quadtree-based disparity estimation/compensation. The experimental results indicate that we get a high compression ratio and also good PSNR.
Keywords :
data compression; fractals; image segmentation; image sequences; motion compensation; motion estimation; quadtrees; set theory; stereo image processing; video coding; MPEG-4; PSNR; alpha plane; circular prediction mapping; compression ratio; image segmentation map; motion compensation; motion estimation; noncontractive interframe mapping; quadtree-based disparity compensation; quadtree-based disparity estimation; region-based fractal coding; region-based functionality; stereo video sequences; temporal correlation; video compression; Economic forecasting; Encoding; Fractals; Image coding; Image segmentation; Image storage; MPEG 4 Standard; Motion estimation; PSNR; Video sequences;
Conference_Titel :
Intelligent Multimedia, Video and Speech Processing, 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8687-6
DOI :
10.1109/ISIMP.2004.1434087