JOURNAL ARTICLE

Fast motion estimation for real-time shape-adaptive MPEG-4 encoding

Abstract

This paper presents a fast motion estimator which can be used for real-time MPEG-4 encoding of arbitrarily shaped video objects. The approach is based on an existing algorithm which has already been applied successfully to format conversion. To exploit it for shape-adaptive coding, the algorithm has been adapted to the special properties of the MPEG-4 standard. With this new tool it becomes possible to encode arbitrarily shaped video objects (CIF, 25 Hz) in real-time with a MPEG-4 software encoder at a Pentium III 500 MHz. The real-time capability has to be paid by a slight loss of coding efficiency (about 0.2 dB in terms of rate-distortion measurements), compared to the MPEG-4 verification model.

Keywords:
Computer science Encoder Pentium Motion estimation ENCODE Multiview Video Coding Motion compensation MPEG-4 Coding (social sciences) Quarter-pixel motion Encoding (memory) Reference software Data compression Estimator MPEG-2 Software Computer vision Rate–distortion theory Rate–distortion optimization Artificial intelligence Computer hardware Video processing Video tracking Parallel computing Mathematics

Metrics

5
Cited By
0.38
FWCI (Field Weighted Citation Impact)
4
Refs
0.64
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

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

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