Segmentation of echocardiographic data. Multiresolution 2D and 3D algorithm based on grey level statistics

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1679, Issue , 1999, Pages 516-523

  Boukerroui, Djamal ^a   Basset, Olivier ^a   Baskurt, Atilla ^b   Noble, Alison ^c  

^a CNRS   (France)

^b UNIVERSITÉ LYON 1   (France)

^c UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ECHOCARDIOGRAPHY; MEDICAL COMPUTING; MEDICAL IMAGING;

BAYESIAN FRAMEWORKS; D-ALGORITHM; DIRTY IMAGE; ECHOCARDIOGRAPHIC SEQUENCES; LOCAL STATISTICS; MULTIRESOLUTION; ROBUST ADAPTIVE; SEGMENTATION PROCESS;

IMAGE SEGMENTATION;

EID: 84957069526     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/10704282_56     Document Type: Conference Paper

References (12)

1. D. Boukerroui, O. Basset, N Guérin, and A. Baskurt. Multiresolution texture based adaptive clustering algorithm for breast lesion segmentation. European Journal of Ultrasound, 8(2):135–144, 1998.
2. T. N. Pappas. An adaptive clustering algorithm for image segmentation. IEEE Transactions on Signal Processing, SP-40(4):901–914, 1992.
3. R. Muzzolini, Y.-H. Yang, and R. Pierson. Multiresolution texture segmentation with application to diagnostic ultrasound images. IEEE Transactions on Medical Imaging, 12(1):108–123, 1993.
4. C. Kervrann and F. Heitz. Segmentation non supervisée des images naturelles texturées: approche statistique. Traitement du signal, 11(1):31–41, 1994.
5. D. Geman. Random fields and inverse problems in imaging. Ecole d’eté de probabilit és de Saint-Flour XVIII, Hennequin, P.L., (eds.) (1988), Vol. 1427. Springer- Verlag, Lecture Notes in Mathematics, Berlin, 161–172, 1990.
6. B. C. Vemuri, S. Rahman, and J. Li. Multiresolution adaptive K-means algorithm for segmentation of brain MRI. Intl. Compu. Sci, Conf. On Image Analysis and Comp. Graphics, Hong Kong, 347–354, 1995.
7. F. Heitz, P. Perez, and P. Bouthemy. Multiscale minimization of global energy functions in some visual recovery problems. CVGIP: Image Understanding, 59(1):125–134, 1994.
8. B. J. Besag. On the statistical analysis of dirty pictures. Journal of the Royal Statistical Society B, 48(3):259–302, 1986.
9. B. J. Besag. Spatial interaction qnd the statistical analysis of lattice systems. Journal of the Royal Statistical Society B, 26(2):192–236, 1974.
10. E. A. Ashton and K. J. Parker. Multiple resolution Bayesian segmentation of ultrasound images. Ultrasonic Imaging, 17(2):291–304, 1995.
11. S. Kirkpatrick, C. Gelatt, and M. Vecchi. Optimization by simulated annealing. Science, 220:671–680, 1983.
12. V. Chalana and Y. Kim. A methodology for evaluation of boundary detection algorithm on medical images. IEEE Transactions on Medical Imaging, 16(1):642–652, 1997.