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

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Date
2005
Dewey
Probabilités et mathématiques appliquées
Sujet
image and video segmentation
DOI
http://dx.doi.org/10.1109/ICIP.2005.1529740
Conference name
IEEE International Conference on Image Processing (ICIP 2005)
Conference date
09-2005
Conference city
Gênes
Conference country
Italie
Book title
IEEE International Conference on Image Processing, 2005. ICIP 2005. Proceedings
Publisher
IEEE
Year
2005
ISBN
0-7803-9134-9
URI
https://basepub.dauphine.fr/handle/123456789/6597
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Author
Dibos, Françoise
Ranchin, Florent
Type
Communication / Conférence
Item number of pages
273-276
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.