DocumentCode :
1386083
Title :
Efficient block motion estimation using integral projections
Author :
Sauer, Ken ; Schwartz, Brian
Author_Institution :
Lab. for Image & Signal Anal., Notre Dame Univ., IN, USA
Volume :
6
Issue :
5
fYear :
1996
fDate :
10/1/1996 12:00:00 AM
Firstpage :
513
Lastpage :
518
Abstract :
Several efficient techniques have previously been proposed to reduce the computational burden of block matching for motion estimation in video coding. The goal is efficient motion estimation with minimal error in the motion-compensated predicted image. We present a block motion estimation scheme which is based on matching of integral projections of motion blocks with those of the search area in the previous frame. Like many other techniques, ours operates in a sequence of decreasing search radii, but it performs an exhaustive search at each level of the hierarchy. The projection method is much less computationally costly than block matching and has a prediction accuracy of competitive quality with both full block matching and other efficient techniques. Our algorithm also takes advantage of the similarity of motion vectors in adjacent blocks in typical imagery by subsampling the motion vector field. It has the added advantage of allowing parallel computation of vertical and horizontal displacements
Keywords :
computational complexity; image matching; image sampling; motion compensation; motion estimation; search problems; video coding; adjacent blocks; block matching; computational burden; computational cost; efficient block motion estimation; horizontal displacements; integral projections; motion blocks; motion vector field; motion-compensated predicted image; search area; subsampling; vertical displacements; video coding; Circuits; Conferences; Digital recording; HDTV; Motion estimation; Notice of Violation; Signal processing; Signal resolution; Video coding; Video recording;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/76.538933
Filename :
538933
Link To Document :
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