Region-based active contour with noise and shape priors

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2006, Pages 1649-1652

  Lecellier, F ^a   Jehan Besson, S ^a   Fadili, J ^a   Aubert, G ^b   Revenu, M ^a   Saloux, E ^c  

^a Centre National de la Recherche Scientifique   (France)

^b UNIVERSITÉ DE NICE SOPHIA ANTIPOLIS   (France)

^c CAEN UNIVERSITY HOSPITAL   (France)

Author keywords

Image segmentation

Indexed keywords

ACTIVE CONTOURS; ECHOGRAPHY; EVOLUTION EQUATIONS; EVOLUTION SPEED; EXPONENTIAL FAMILY; FUNCTIONAL YIELD; LEGENDRE MOMENTS; REGION BASED ACTIVE CONTOURS; SCALE INVARIANT; SEGMENTATION ALGORITHMS; SHAPE DERIVATIVES; SHAPE PRIORS; SYNTHETIC IMAGES;

IMAGING SYSTEMS; ULTRASONIC IMAGING;

IMAGE SEGMENTATION;

EID: 38149061131     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2006.312622     Document Type: Conference Paper

References (15)

1. D. Cremers, F. Tischhäuser, J. Weickert, and C. Schnörr, "Diffusion snakes : Introducing statistical shape knowledge into the Mumford-Shah functional," IJCV, vol. 50, pp. 295-313, 2002.
2. A. Tsai, A. Yezzi, and W. Wells, "A shape-based approach to the segmentation of medical imagery using level sets," IEEE Transactions on Medical Imaging, vol. 22, pp. 137-154, 2003.
3. M. Gastaud, M. Barlaud, and G. Aubert, "Tracking video objects using active contours and geometric priors," IEEE 4th E.W.I.A.M.I.S., April 2003, pp. 170-175.
4. M. Leventon, Statistical Models for Medical Image Analysis, Ph.D. thesis, MIT, 2000.
5. P. Martin, P. Réfrégier, F. Goudail, and F. Guérault, "Influence of the noise model on level set active contour segmentation," IEEE PAMI, vol. 26, pp. 799-803, 2004.
6. F. Lecellier, S. Jehan-Besson, J. Fadili, G. Aubert, and M. Revenu, "Statistical region-based active contours with exponential family observations," in ICASSP, 2006, vol. 2, pp. 113-116.
7. F. Galland, N. Bertaux, and P. Réfrégier, "Multi-component image segmentation in homogeneous regions based on description length minimization: Application to speckle, Poisson and Bernoulli noise," P.R., vol. 38, pp. 1926-1936, 2005.
8. J. W. Goodman, "Some fundamental properties of speckle," J. of Optical Society of America, vol. 66, pp. 1145-1150, 1976.
9. A. Foulonneau, P. Charbonnier, and F. Heitz, "Geometric shape priors for region-based active contours.," in ICIP, 2003.
10. M. C. Delfour and J. P. Zolésio, Shape and geometries, Advances in Design and Control SIAM, 2001.
11. S. Jehan-Besson, M. Barlaud, and G. Aubert, "Dream2s: Deformable regions driven by an eulerian accurate minimization method for image and video segmentation," IJCV, vol. 53, no. 1, pp.45-70, 2003.
12. G. Aubert, M. Barlaud, O Faugeras, and S. Jehan-Besson, "Image segmentation using active conturs : Calculus of variations or shape gradients," SIAM, vol. 63, pp. 2128-2154, 2003.
13. C. H. The and R. T. Chin, "On image analysis by the methods of moments," IEEE PAMI, vol. 10, pp. 496-513, 1988.
14. M. B. Stegmann, R. Fisker, B. K. Ersbøll, H. H. Thodberg, and L. Hyldstrup, "Active appearance models: Theory and cases," in 9th Danish Conference on P.R. and I.A., 2000.
15. J. Lebossé, F. Lecellier, M. Revenu, and E. Saloux, "Segmentation du contour de l'endocarde sur des séquences d'images d'échographie cardiaque," in GRETSI, 2005.