JOURNAL ARTICLE

<title>Integral projection methods for block motion estimation</title>

Brian SchwartzK. Sauer

Year: 1993 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2094 Pages: 553-560   Publisher: SPIE

Abstract

Block-based motion estimation is included in most video coding systems, despite the high computational cost of direct block matching techniques. Several schemes have been advanced in recent years to simplify motion estimation while maintaining minimal error in the motion- compensated predicted image. We present in this paper a block motion estimation approach which is based on exhaustive search with integral projections. 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.

Keywords:
Motion estimation Block (permutation group theory) Quarter-pixel motion Block-matching algorithm Motion vector Motion field Computer science Computer vision Artificial intelligence Matching (statistics) Projection (relational algebra) Coding (social sciences) Motion compensation Motion (physics) Algorithm Similarity (geometry) Mathematics Image (mathematics) Video processing

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Topics

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

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