Range image segmentation through pattern analysis of the multiscale wavelet transform

Digital Signal Processing: A Review Journal

Volumn 8, Issue 4, 1998, Pages 267-276

  Burgiss, S G ^a,b   Whitaker, R T ^a   Abidi, M A ^a  

^a University of Tennessee   (United States)

^b UNIVERSITY OF TENNESSEE   (United States)

Author keywords

Image segmentation; Multiscale analysis; Pattern recognition; Range image; Scale space; Wavelet transform

Indexed keywords

DIGITAL SIGNAL PROCESSING; EDGE DETECTION; FEATURE EXTRACTION; FUZZY SETS; IMAGE ANALYSIS; STATISTICAL METHODS; VECTORS; WAVELET TRANSFORMS;

MULTISCALE PATTERN RECOGNITION; STATISTICAL PATTERN RECOGNITION;

IMAGE SEGMENTATION;

EID: 0032178111     PISSN: 10512004     EISSN: None     Source Type: Journal    
DOI: 10.1006/dspr.1998.0327     Document Type: Article

References (18)

1. Marr, D. Vision, Freeman, New York, 1982.
2. Witkin, A. P. Scale-space filtering, in Proceedings of the 8th International Joint Conference on Artificial Intelligence, 1983, pp. 1019-1022.
3. Koenderink, J. J., and van Doom, A. J. Generic neighborhood operators, IEEE Trans. Pattern Anal. Mach. Intelligence 14, pp. 597-605, June 1992.
4. ter Haar Romeny, B. M. Geometry-Driven Diffusion in Computer Vision, 1st ed., Kluwer Academic, Dordrecht, 1994.
5. Mallat, S., and Zhong, S. Characterization of signals from multiscale edges, IEEE Trans. Pattern Anal. Mach. Intelligence 14, No. 7 (1992), 710-732.
6. Mallat, S. Singularity detection and processing with wavelets, IEEE Trans. Inform. Theory 38 (1992), 617-643.
7. Canny, J. A computational approach to edge detection, IEEE Trans. Pattern Anal. Mach. Intelligence 8, No. 8 (1986), 679-698.
8. Neiroukh, O. Range Image Segmentation through Multiresolution Analysis Using Wavelets, Master's thesis, The University of Tennessee, Knoxville, Tennessee, 1995.
9. Wang, D. A multiscale gradient algorithm for image segmentation using watersheds, Pattern Recognition 30, No. 12 (1997), 2043-2052.
10. Ziou, D., and Tabbone, S. A multi-scale edge detector, Pattern Recognition 26, No. 9 (1993), 1305-1314.
11. Williams, D. J., and Shah, M. Edge contours using multiple scales, Comput. Vision Graphics Image Process. 51 No. 3 (1990), 256-274.
12. Qian, R., and Huang, T. Optimal edge detection in two-dimensional images, IEEE Trans. Image Process. 5 No. 7 (1996), 1215-1220.
13. Haring, S. and Viergever, M. A multiscale approach to image segmentation using Kohonen networks, in Information Processing in Medical Imaging, Lecture Notes in Computer Science, Springer-Verlag, Berlin/New York, 1993.
14. Low, K., and Coggins, J. Multiscale vector fields for image pattern recognition, in Symposium on Advances in Intelligent Robotics Systems, Proceedings of SPIE, Vol. 1992, 1989.
15. Bergholm, F. Edge focusing, IEEE Trans. Pattern Analy. Mach. Intelligence 9 No. 6 (1987), 726-741.
16. Truchete, F., Laligant, O., Bourcnanne, E., and Miteran, J. Frame of wavelets for edge detection, in Wavelet Applications in Signal Processing, Proceedings of the SPIE, Vol. 2303, pp. 141-152, 1994.
17. Burgiss, S., Range Image Segmentation through Pattern Analysis of the Multiscale Wavelet Transform, Master's thesis, The University of Tennessee, Knoxville, Tennessee, August 1998.
18. Baccar, M., Gee, L. A., Gonzalez, R. C., and Abidi, M. A., Segmentation of range images via data fusion and morphological watersheds, Pattern Recognition 29, No. 10 (1996), 1671-1685.