Active-meshes

Citation
D. Molloy et Pf. Whelan, Active-meshes, PATT REC L, 21(12), 2000, pp. 1071-1080
Citations number
8
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
PATTERN RECOGNITION LETTERS
ISSN journal
01678655 → ACNP
Volume
21
Issue
12
Year of publication
2000
Pages
1071 - 1080
Database
ISI
SICI code
0167-8655(200011)21:12<1071:A>2.0.ZU;2-4
Abstract
This paper describes the implementation of an 'active-mesh' that is to be a utomatically created and configured directly from a single frame of an imag e sequence. The aim of this approach is to use the derived mesh to perform visual tracking in unconstrained motion environments, allowing movement of the camera, the scene and even the inclusion of background-independent movi ng objects. The main problem in initializing this mesh comes from the fact that there is little a priori information about the scene available. The pa per will discuss methods that are currently available for determining the i nitial position of active contour models within images, also suggesting a m ethod of initializing the active-mesh. The approach is further extended to using multiple meshes and region initialized meshes. (C) 2000 Elsevier Scie nce B.V. All rights reserved.