Least squares estimation of 3D shape and motion of rigid objects from their orthographic projections

Citation
Y. Xirouhakis et A. Delopoulos, Least squares estimation of 3D shape and motion of rigid objects from their orthographic projections, IEEE PATT A, 22(4), 2000, pp. 393-399
Citations number
23
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
ISSN journal
01628828 → ACNP
Volume
22
Issue
4
Year of publication
2000
Pages
393 - 399
Database
ISI
SICI code
0162-8828(200004)22:4<393:LSEO3S>2.0.ZU;2-0
Abstract
The extraction of motion and shape information of three-dimensional objects from their two-dimensional projections is a task that emerges in Various a pplications such as computer vision, biomedical engineering, and video codi ng and mining especially after the recent guidelines of the Motion Pictures Expert Group regarding MPEG-4 and MPEG-7 standards. Present work establish es a novel approach for extracting the motion and shape parameters of a rig id three-dimensional object on the basis of its orthographic projections an d the associated motion field. Experimental results have been included to v erify the theoretical analysis.