Merging system for multiscale edge detection

Optical Engineering

Volumn 44, Issue 3, 2005, Pages 1-11

  Laligant, Olivier ^a   Truchetet, Frédéric ^a   Miteran, Johel ^a   Gorria, Patrick ^a  

^a IUT   (France)

Author keywords

Blurred and noisy images; Edge detection; Geometrical classification; Multiscale analysis; Multiscale merging

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; FIR FILTERS; IMAGE SEGMENTATION; OPTICAL FILTERS; OPTIMIZATION;

BLURRED AND NOISY IMAGES; CANNY-DERICHE FILTER; GEOMETRICAL CLASSIFICATION; MULTISCALE ANALYSIS; MULTISCALE MERGING;

EDGE DETECTION;

EID: 24744454336     PISSN: 00913286     EISSN: None     Source Type: Journal    
DOI: 10.1117/1.1869998     Document Type: Article

References (24)

1. J. W. Modestino and R. W. Fries, "Edge detection in noisy images using recursive digital filter," Comput. Graph. Image Process. 1(6), 409-433 (1977).
2. K. S. Shanmugam and J. A. Green, "An optimal frequency domain filter for edge detection in digital pictures," IEEE Trans. Pattern Anal. Mach. Intell. 1, 37-49 (1979).
3. W. H. H. J. Lunscher, "The asymptotic optimal frequency domain filter for edge detection," IEEE Trans. Pattern Anal. Mach. Intell. 5(6), 678-679 (1983).
4. J. Canny, "A computational approach to edge detection," IEEE Trans. Pattern Anal. Mach. Intell. 8(6), (1986).
5. D. Demigny and T. Kamleh, "A discrete expression of Canny's criteria for step edge detection performances evaluation," IEEE Trans. Pattern Anal. Mach. Intell. 19(11), 1199-1211 (1997).
6. D. Demigny, "On optimal linear filtering for edge detection," IEEE Trans. Image Process. 11(7), 728-737 (2002).
7. A. P. Witkin, "Scale-space filtering," in Proc. Int. Joint Conf. on Artificial Intelligence, Alan Bundy, Ed., pp. 1019-1022 (1983).
8. D. J. Williams and M. Shah, "Multiple scale edge linking," in Applications of Artificial Intelligence, Proc. SPIE 1095, 13-24 (1989).
9. W. F. Bischof and T. Caelli, "Parsing scale-space and spatial stability analysis," Comput. Vision Graphics Image Process. 42, 192-205 (1988).
10. F. Bergholm, "Edge focusing," IEEE Trans. Pattern Anal. Mach. Intell. 9(6), 726-741 (1987).
11. Y. Lu and R. C. Jain, "Reasoning about edges in scale space," IEEE Trans. Pattern Anal. Mach. Intell. 14(4), 450-468 (1992).
12. M. Forthoffer, J. P. Girod, and J. Bremont, "Edge detection using wavelet transform and neural networks," Trait. Signal 8(6), 431-440 (1991).
13. E. Bourennane, M. Paindavoine, and F. Truchetet, "An improvement of Canny-Deriche filter for ramp edge detection," Trait. Signal 10(4), 297-310 (1993).
14. M. Petrou and J. Kittler, "Optimal edge detectors for ramp edges," IEEE Trans. Pattern Anal. Mach. Intell. 13(5), 1483-1491 (1991).
15. R. Deriche, "Using Canny's criteria to derive a recursively implemented optimal edge detector," Int. J. Comput. Vis. 1(2), 167-187 (1987).
16. E. Bourennane, P. Gouton, M. Paindavoine, and F. Truchetet, "Generalization of Canny-Deriche filter for detection of noisy exponential edge," Signal Process. 82(10), 1317-1328 (2002).
17. F. Truchetet, O. Laligant, J. Mitéran, and E. Bourennane, "Frames of wavelets for edge detection," in Wavelet Applications in Signal and Image Processing, Proc. SPIE 2303, 141-152 (1994).
18. Sarifuddin, "Implantation de la transformée en ondelettes pour la détection de contour," Thèse, Univ. de Bourgogne (1995).
19. J. Mitéran, P. Gorria, and M. Robert, "ASIC de segmentation d'images en temps réel par apprentissage," in Proc. 14 Collog GRETSI, pp. 1071-1073 (1993).
20. R. O. Duda and P. E. Hart, Pattern Classification and Scene Analysis, pp. 230-243, Wiley, New York (1973).
21. M. Ichino, "A nonparametric multiclass pattern classifier," IEEE Trans. Syst. Man Cybern. 9(6), 345-352 (1979).
22. J. Mitéran, P. Gorria, and M. Robert. "Parallel processor for image segmentation," in IEEE Conf. MELECON 94, pp. 12-15 (1994).
23. G. Mattews and J. Hearne, "Clustering without a metric," IEEE Trans. Pattern Anal. Mach. Intell. 13(2), 175-184 (1991).
24. S. Mallat and S. Zhong, "Characterization of signals from multiscale edges," IEEE Trans. Pattern Anal. Mach. Intell. 14(7), 710-732 (1992).