JOURNAL ARTICLE

Adaptive block matching motion estimation algorithm using bit-plane matching

Jian FengKwok-Tung LoH. MehrpourA.E. Karbowiak

Year: 2002 Journal:   Proceedings - International Conference on Image Processing Vol: 3 Pages: 496-499   Publisher: Institute of Electrical and Electronics Engineers

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:
Motion estimation Block (permutation group theory) Block-matching algorithm Matching (statistics) Pixel Algorithm Data compression Computation Motion compensation Computer science Bit plane Artificial intelligence Block size Computer vision Mathematics Video processing Video tracking Bit field Key (lock) Type (biology)

Metrics

51
Cited By
3.14
FWCI (Field Weighted Citation Impact)
7
Refs
0.93
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Video Coding and Compression Technologies
Physical Sciences →  Computer Science →  Signal Processing
Advanced Vision and Imaging
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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