Ofer Hadar

Senior Academic

Motion estimation algorithms for video compression

Evaluation environment and student projects

Evgeny Kaminsky, Ofer Hadar

This paper suggests a computer simulation environment for analysis of fast motion estimation (ME) algorithms. We present an architecture for algorithm evaluation, ME algorithms, results, of computer simulations, and illustrate the analysis with tables, FSNR plots, and performance plots. The paper also describes multi-criteria evaluation of algorithms. Two evaluation strategies are suggested: (i) a strategy with constraints and (ii) a strategy with "near" Pareto-efficient points. Four basic test video sequences were used. Our algorithm evaluation environment was effectively used as a basis for student projects.

Publication language English
Pages 573-577
Publication status Published - 01.12.2003
1270684

Keywords

Algorithm evaluation
Algorithm evaluation environment
Block Matching Algorithms (BMA)
Computer simulation
Fast motion estimation (ME)
Multi-criteria analysis
Student projects

ASJC Scopus subject areas

Information Systems
Education
Access to Document
10.1109/ITRE.2003.1270684
Other files and links
Link to publication in Scopus