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Color active shape models for tracking non-rigid objects
- Authors
- Koschan, A; Kang, SK; Paik, Joonki; Abidi, B; Abidi, M
- Issue Date
- Jul-2003
- Publisher
- ELSEVIER
- Keywords
- video tracking; color information; active shape model; image pyramid
- Citation
- PATTERN RECOGNITION LETTERS, v.24, no.11, pp 1751 - 1765
- Pages
- 15
- Journal Title
- PATTERN RECOGNITION LETTERS
- Volume
- 24
- Number
- 11
- Start Page
- 1751
- End Page
- 1765
- ISSN
- 0167-8655
1872-7344
- Abstract
- Active shape models can be applied to tracking non-rigid objects in video image sequences. Traditionally these models do not include color information in their formulation. In this paper, we present a hierarchical realization of an enhanced active shape model for color video tracking and we study the performance of both hierarchical and non-hierarchical implementations in the RGB, YUV, and HSI color spaces. (C) 2002 Elsevier Science B.V. All rights reserved.
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