OBJECT RECOGNITION BY DETERMINISTIC ANNEALING

Authors
NOLL D VONSEELEN W
Citation
D. Noll et W. Vonseelen, OBJECT RECOGNITION BY DETERMINISTIC ANNEALING, Image and vision computing, 15(11), 1997, pp. 855-860
Citations number
17
Journal title
Image and vision computing → ACNP
ISSN journal
02628856
Volume
15
Issue
11
Year of publication
1997
Pages
855 - 860
Database
ISI
SICI code
0262-8856(1997)15:11<855:ORBDA>2.0.ZU;2-Y
Abstract
In this paper we describe a feature-based approach to object recogniti on. The correspondence problem is solved by optimization of an energy function. While similar approaches suffer from local minima, we derive an energy function suitable for minimizing by deterministic annealing . Hereby global optimization can be achieved. Algorithms matching mode l features to image features in a coarse-to-fine manner are described. (C) 1997 Elsevier Science B.V.