An improvement to MBASIC algorithm for 3-D motion and depth estimation

Date
1994
Authors
Bozdağı, G.
Tekalp, A. M.
Onural, L.
Editor(s)
Advisor
Supervisor
Co-Advisor
Co-Supervisor
Instructor
Source Title
IEEE Transactions on Image Processing
Print ISSN
1057-7149
Electronic ISSN
Publisher
IEEE
Volume
3
Issue
5
Pages
711 - 716
Language
English
Journal Title
Journal ISSN
Volume Title
Series
Abstract

In model-based coding of facial images, the accuracy of motion and depth parameter estimates strongly affects the coding efficiency. MBASIC is a simple and effective iterative algorithm (recently proposed by Aizawa et al.) for 3-D motion and depth estimation when the initial depth estimates are relatively accurate. In this correspondence, we analyze its performance in the presence of errors in the initial depth estimates and propose a modification to MBASIC algorithm that significantly improves its robustness to random errors with only a small increase in the computational load.

Course
Other identifiers
Book Title
Citation
Published Version (Please cite this version)