JOURNAL ARTICLE

OPTIMAL INTER-FRAME ALIGNMENT FOR VIDEO COMPRESSION

Bruno CarpentieriJames A. Storer

Year: 1994 Journal:   International Journal of Foundations of Computer Science Vol: 05 (02)Pages: 165-177   Publisher: World Scientific

Abstract

Quite often a camera that is shooting a video sequence swings or rocks (for example the camera is hand held). For compression of digitized video it can be important to compensate for the motion of the camera by realigning the frames, shifting them one respect to the other, absorbing the movement of the camera. We show that for the general version of optimal frame alignment, the Vector Alignment problem is NP-complete. Moreover we prove that the Run Length Coding Alignment problem, a restricted subcase of the Vector Alignment problem that has direct application in video compression, can be solved in linear time by a dynamic programming algorithm.

Keywords:
Computer science Computer vision Data compression Dynamic programming Artificial intelligence Frame (networking) Motion compensation Block-matching algorithm Video compression picture types Motion vector Compression (physics) Coding (social sciences) Video tracking Computer graphics (images) Algorithm Mathematics Video processing Image (mathematics)

Metrics

3
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.17
Citation Normalized Percentile
Is in top 1%
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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 and Video Retrieval Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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