Fall 2012, Module Image, ETI4, CPE-Lyon



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snakes

Emploi du temps

Planning
Date Duree Horaire Type Theme Remarques
21 Novembre 4h 13h30-17h45 Cours Snakes+Level Set
05 Decembre 4h 13h30-17h45 TP Snakes


1. Snakes

Cours

- Slides de cours (version imprimable)
- Preambule (version imprimable)

Exercice d'entrainement

- Exercice

TP

- Sujet (date rendu: 19/12/2012)
- Images de tests

Articles

Article fondateur:
[M. Kass, A. Witkin, D. Terzopoulos. Snakes: Active Contour Models. International Journal of Computer Vision. 1988.]
Etat de l'art en Imagerie Medicale:
[T. McInerney, D. Terzopoulos. Deformable Models in Medical Image Analysis: A Survey. Medical Image Analysis, 1(2),91-108. 1988.]
Gradient vector flow:
X. Xu, J. Prince. Gradient Vector Flow: A New External Force for Snakes. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 66-71. 1997.]



2. Level Set

Cours

- Slides de cours (version imprimable)
- Preambule (version imprimable)
- Slides de cours (version imprimable)

Articles

Article fondateur:
[S. Osher, J. Sethian. Fronts Propagating with Curvature-Dependent Speed: Algorithms Based on Hamilton-Jacobi Formulations. Journal of Computational Physics, 79(1), p.12-49. 1988.]
Application en segmentation d'image:
[T. Chan, L. Vese. Active Contour and Segmentation Models Using Geometric PDE's for Medical Imaging. Geometric Methods in Bio-Medical Image Processing, p.66-75. 2002.]
Un etat de l'art pouvant servir de bonne introduction:
[J. Sethian. Theory, Algorithm, and Applications of Level Set Methods for Propagating Interfaces. Acta Numerica. 1995.]
Cours SIGGRAPH sur les Level Set, beaucoup d'infos pour la 3D:
[D. Breen, R. Fedkiw, K. Museth, S. Osher, G. Sapiro, R. Whitaker. Level set and PDE methods for computer graphics. ACM SIGGRAPH Course Notes. 2004.]
Librairie complete Matlab pour les Level-Set.
[Ian Mitchell.A Toolbox of Level Set Methods.]