Multiscale Gabor wavelet fusion for edge detection in microscopy images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3391, Issue , 1998, Pages 336-347

  Talukder, Ashit ^a   Casasent, David ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Algorithm (edge) fusion; Gabor wavelets; Line detection; Micro structural analysis; Microscopy; Modified hit and miss algorithm; Morphology; Multi scale edge enhancement; Skeletonization

Indexed keywords

EDGE DETECTION; GABOR FILTERS; MICROSCOPIC EXAMINATION; MORPHOLOGY;

GABOR WAVELETS; HIT AND MISS; LINE DETECTION; MULTISCALE EDGE; SKELETONIZATION;

IMAGE FUSION;

EID: 0000641620     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.304884     Document Type: Conference Paper

References (18)

1. S. I. Wright. A review of automated orientation imaging microscopy. Journal of Computer-Assisted Microscopy, 5(3):207-221, 1993.
2. D. Gabor. Theory of communication. Journal of Institute for Electrical Engineering, 93:429-457, 1946.
3. J. G. Daugman. Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by twodimensional visual cortical filters. Journal of the Optical Society of America A, 2:1160-1169, July 1985.
4. J. G. Daugman. Complete discrete 2-D gabor transforms by neural networks for image analysis and compression. IEEE Transactions on Acoustics, Speech and Signal Processing, 36:1169-1179, July 1988.
5. D. Casasent, J. Smokelin, and A. Ye. Wavelet and Gabor transforms for detection. Optical Engineering, 31(9):1893-1898, September 1992.
6. D. Casasent and J.-S. Smokelin. Real, imaginary and clutter Gabor filter fusion for detection with reduced false alarms. Optical Engineering, 33(7):2255-2263, July 1994.
7. David Weber and David Casasent. Fusion and optimized gabor filter design for object detection. In David Casasent, editor, Intelligent Robots and Computer Vision XIV: Algorithms Techniques, Active Vision and Materials Handling, volume 2588, pages 662-675. Society of Photo-Optical Instrumentation Engineers, October 1995.
8. D. Casasent and A. Ye. Detection filters and Algorithm fusion for ATR. IEEE Trans. Image Processing, 6(1):114-125, 1997.
9. R. Mehrotra, K. R. Namudura, and N. Ranganathan. Gabor filter-based edge detection. Pattern Recognition, 25:1479-1494, 1992.
10. S. G. Mallat. A theory for multiresolution signal decomposition - the wavelet representation. IEEE Transaction on Pattern Analysis and Machine Intelligence, PAMI-11:674-693, July 1989.
11. D. Casasent, A. Ye, and A. Talukder. Algorithm fusion for detection with reduced false alarms. In Proc. SPIE, volume 2752, April 1996.
12. A. K. Jain and S. Ranganath. Image restoration and edge extraction based on 2-D stochastic models. In Proceedings ICASSP, 1982.
13. David Casasent, Ashit Talukder, Pamela Keagy, and Thomas Schatzki. Detection and segmentation of items in x-ray imagery. Tentatively Accepted in Trans. ASAE, 1998.
14. Ashit Talukder and David Casasent. Automated segmentation and feature extraction of product inspection items. In Proc. SPIE, volume 3073, April 1997.
15. B. K. Jang and R. T. Chin. Analysis of thinning algorithms using mathematical morphology. IEEE PAMI, 12(6):541-551, 1990.
16. Y. S. Chen and Y. T Yu. Thinning approach for noisy digital patterns. Pattern Recognition, 29(11):1847-1862, 1996.
17. E. R. Dougherty. An introduction to morphological image processing. In D. C. O'Shea, editor, Tutorial Texts in Optical Engineering, volume TT9, 1986.
18. Ashit Talukder and David Casasent. Real-time robust line detection in microscopy images. In Proc. SPIE: Intelligent Robots and Computer Vision XVI, volume 3208, Nov. 1997.