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Variational Level Set Methods: from Continuous to Discrete Setting, Applications in Video Segmentation and Tracking

Dibos, Françoise; Ranchin, Florent (2005), Variational Level Set Methods: from Continuous to Discrete Setting, Applications in Video Segmentation and Tracking, IEEE International Conference on Image Processing, 2005. ICIP 2005. Proceedings, IEEE, p. 273-276. http://dx.doi.org/10.1109/ICIP.2005.1529740

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Type
Communication / Conférence
Date
2005
Conference title
IEEE International Conference on Image Processing (ICIP 2005)
Conference date
2005-09
Conference city
Gênes
Conference country
Italie
Book title
IEEE International Conference on Image Processing, 2005. ICIP 2005. Proceedings
Publisher
IEEE
ISBN
0-7803-9134-9
Pages
273-276
Publication identifier
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Author(s)
Dibos, Françoise
Ranchin, Florent
Abstract (EN)
In this paper, we investigate some recent active contour models used in image and video segmentation and we transpose them into a discrete form to apply the Iterated Conditional Modes (ICM) algorithm. This work can be seen as an extension of the recent work of T. Chan and B. Song for other functionals than the Mumford-Shah/Chan-Vese one. We investigate it for video segmentation and tracking applications.
Subjects / Keywords
image and video segmentation