DocumentCode
3032029
Title
Adaptive block matching motion estimation algorithm using bit-plane matching
Author
Feng, Jian ; Lo, Kwok-Tung ; Mehrpour, Hassan ; Karbowiak, A.E.
Author_Institution
Sch. of Electr. Eng., New South Wales Univ., Kensington, NSW, Australia
Volume
3
fYear
1995
fDate
23-26 Oct 1995
Firstpage
496
Abstract
Motion estimation/compensation techniques are extensively used in video compression because of their abilities to exploit the high temporal correlation between successive frames of an image sequence. We first propose a new matching criterion called bit-plane matching (BPM) for distance measurement in the block matching algorithm. This criterion not only considers the magnitude but also the directive information of the pixel elements in the block. A simple adaptive block matching algorithm is also developed to adjust the search origin and search range at a block-by-block basis. Simulation results show that the proposed algorithm achieves similar MSE performance for motion-predicted images but requires about 8 times less the number of computations than the full-search method
Keywords
adaptive signal processing; correlation methods; data compression; image matching; motion compensation; motion estimation; prediction theory; search problems; video coding; MSE performance; adaptive block matching motion estimation algorithm; bit plane matching; directive information; distance measurement; frames; image sequences; magnitude information; motion compensation; motion predicted images; pixel elements; search origin; search range; simulation results; temporal correlation; video compression; Area measurement; Australia; Computational modeling; Distance measurement; Heuristic algorithms; Image coding; Image sequences; Motion estimation; Partitioning algorithms; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1995. Proceedings., International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-8186-7310-9
Type
conf
DOI
10.1109/ICIP.1995.537680
Filename
537680
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