Title :
Segmentation-based motion-compensated video coding using morphological filters
Author :
Wang, Demin ; Labit, Claude ; Ronsin, Joseph
Author_Institution :
Commun. Res. Centre, Ottawa, Ont., Canada
fDate :
6/1/1997 12:00:00 AM
Abstract :
The number of regions and length of contour are two basic constraints in segmentation-based motion-compensated video coding. This paper presents a coding scheme which focuses on region number reduction, contour coding, and displaced frame difference (DFD) compression. One of the important features of the proposed scheme is a spatio-temporal simplification algorithm based on morphological filters, with which an image can be segmented into a small number of regions. Another important feature of the scheme is a segmentation map sampling technique which reduces contour length by about 50% with a very small reconstruction error. Experimental results show that, using the proposed scheme, a high compression ratio can be achieved with a small coding error for video sequences such as Miss America and Foreman
Keywords :
coding errors; data compression; filtering theory; image reconstruction; image sampling; image segmentation; image sequences; mathematical morphology; motion compensation; video coding; Foreman; Miss America; contour coding; contour length reduction; contour regions; displaced frame difference compression; experimental results; high compression ratio; morphological filters; reconstruction error; region number reduction; segmentation based motion compensated video coding; segmentation map sampling; spatiotemporal simplification algorithm; video sequences; Design for disassembly; Filters; Humans; Image coding; Image reconstruction; Image segmentation; Motion compensation; Motion estimation; Video coding; Video compression;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on