Feature detection from IKONOS pan imagery based on Phase Congruency

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6365, Issue , 2006, Pages

  Xiao, Pengfeng ^a   Feng, Xuezhi ^a   Zhao, Shuhe ^a  

^a NANJING UNIVERSITY   (China)

Author keywords

Edge feature; Feature detection; High resolution remotely sensed imagery; IKONOS; Local energy; Log Gabor wavelet; Phase congruency

Indexed keywords

FEATURE EXTRACTION; LOW PASS FILTERS; MATHEMATICAL MODELS; REMOTE SENSING; WAVELET TRANSFORMS;

EDGE FEATURE; HIGH-RESOLUTION REMOTELY SENSED IMAGERY; IKONOS; LOCAL ENERGY; LOG GABOR WAVELET; PHASE CONGRUENCY;

IMAGING TECHNIQUES;

EID: 34547853499     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.689595     Document Type: Conference Paper

References (29)

1. L. G. Roberts, "Machine perception of three-dimensional solids", Optical and Electro-optical Information Processing, J. T. Tippett et al., 159-197, MIT Press, Cambridge, Massachusetts, 1965.
2. J. M. S. Prewitt, "Object enhancement and extraction", Picture Processing and Psychopictorics, B. S. Likin and A. Rosenfeld, 75-149, Academic Press, New York, 1970.
3. I. Sobel, "Neighbourhood coding of binary images for fast contour following and general array binary processing", Computer Graphics and Image Processing, 8, 127-135, 1978.
4. D. Marr and E. C. Hildreth, "Theory of edge detection", Proceedings of the Royal Society, London B, 207, 187-217, 1980.
5. J. F. Canny, "A computational approach to edge detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, 8(6), 679-698, 1986.
6. A. V. Oppenheim, J. S. Lim, G Kopec, et al., "Phase in speech and pictures", IEEE International Conference on Acoustics, Speech, and Signal Processing, 632-637, 1979.
7. A. V. Oppenheim and J. S. Lim, "The importance of phase in signals", Proceeding of the IEEE, 69(5), 529-541, 1981.
8. M. C. Morrone, D. C. Burr, J. Ross, et al., "Mach bands are phase dependent", Nature, 324(6094), 250-253, 1986.
9. M. C. Morrone and R. A. Owens, "Feature detection from local energy", Pattern Recognition Letters, 6(5), 303-313, 1987.
10. P. Kovesi, Invariant Measures of Image Features from Phase Information, PhD thesis, The University of Western Australia, 1996.
11. P. Kovesi, "Image features from Phase Congruency", Videre: A Journal of Computer Vision Research, 1(3), 1-26, 1999.
12. P. Kovesi, "Edges are not just steps", Proceedings of ACCV2002: The Fifth Asian Conference on Computer Vision, 822-827, 2002.
13. P. Kovesi, "Phase Congruency detects corners and edges", Proceedings of DICTA'03: The Australian Pattern Recognition Society Conference, 309-318, 2003.
14. M. C. Morrone and D. C. Burr, "Feature detection in human vision: a phase-dependent energy model", Proceedings of the Royal Society of London, Series B, Biological Sciences, 235(1280), 221-245, 1988.
15. Y. K. Aw, R. Owens, J. Ross, "Image compression and reconstruction by a feature catalogue", European Conference on Computer Vision, 749-756, 1992.
16. C. Pudney, M. Robins, B. Robbins, et al., "Surface detection in 3D confocal microscope images via local energy and ridge tracing", Journal of Computer-Assisted Microscopy, 8(1), 5-20, 1996.
17. P. Kovesi, "Symmetry and asymmetry from local phase", AI'97: Tenth Australian Joint Conference on Artificial Intelligence, 185-190, 1997.
18. Z. Xiao, Z. Hou, C. Miao, et al., "Using phase information for symmetry detection", Pattern Recognition Letters, 26, 1985-1994, 2005.
19. M. Mulet-Parada and J. A. Noble, "2D+T acoustic boundary detection in echocardiography", Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention, 806-813, 1998.
20. Y. Zheng, M. S. Nixon, R. Allen, "Automatic lumbar vertebrae segmentation in fluoroscopic images via optimised concurrent hough transform", Proceedings of 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Istanbul, Turkey, 2001.
21. D. Boukerroui, J. A. Noble, M. C. Robini, et al., "Enhancement of contrast regions in suboptimal ultrasound images with application to echocardiography", Ultrasound Medicine Biology, 27(12), 1583-1594, 2001.
22. M. J. Kyan, L. Guan, M. R. Ami son, et al., "Feature extraction of chromosomes from 3D confocal microscope images", IEEE Transactions in Biomedical Engineering, 48(11), 1306-1318, 2001.
23. M. G. Linguraru, M. Á. G. Ballester, N. Ayache, "A multiscale feature detector for morphological analysis of the brain", Medical Image Computing and Computer-Assisted Intervention - MICCAI2003, 738-745, 2003.
24. N. Molton, X. Pan, M. Brady, et al., "Visual enhancement of incised text", Pattern Recognition, 36, 1031 -1043, 2003.
25. X. Pan, M. Brady, A. K. Bowman, et al., "Enhancement and feature extraction for images of incised and ink texts", Image and Vision Computing, 22, 443-451, 2004.
26. P. J. Myerscough and M. S. Nixon. "Measuring temporal Phase Congruency", Proceedings of BMVA Workshop Spatiotemporal Image Processing, 2004.
27. Y. Huang, S. Lin, S. Z. Li, et al., "Face alignment under variable illumination", Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition, 2004.
28. E. Bezalel, U. Efron, "Efficient face recognition method using a combined Phase Congruency/Gabor wavelet technique", Proceedings of the SPIE, B. Javidi and D. Psaltis, 5908, 437-444, 2005.
29. D. J. Field, "Relations between the statistics of natural images and the response properties of cortical cells", Journal of the Optical Society of America A, 4(12), 2379-2394, 1987.