Training PDMs on models: The case of deformable superellipses

Authors
Pilu, M Fisher, RB
Citation
M. Pilu et Rb. Fisher, Training PDMs on models: The case of deformable superellipses, PATT REC L, 20(5), 1999, pp. 463-474
Citations number
19
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
PATTERN RECOGNITION LETTERS
ISSN journal
01678655 → ACNP
Volume
20
Issue
5
Year of publication
1999
Pages
463 - 474
Database
ISI
SICI code
0167-8655(199905)20:5<463:TPOMTC>2.0.ZU;2-I
Abstract
This paper addresses the following problem: How can we make a complicated m athematical shape model simpler while keeping a comparable level of represe ntational power? The proposed solution is to use the original model itself which represents a class of shapes - to train a Point Distribution Model (P DM). In this paper the idea is applied to the case of deformable superellip ses. (C) 1999 Elsevier Science B.V. All rights reserved.