Automatic satellite interpretation of tropical cyclone patterns using elastic graph dynamic link model

International Journal of Pattern Recognition and Artificial Intelligence

Volumn 13, Issue 8, 1999, Pages 1251-1270

  Lee, Raymond S T ^a   Liu, James N K ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL GEOMETRY; FEATURE EXTRACTION; GRAPH THEORY; IMAGE ANALYSIS; MATHEMATICAL MODELS; NEURAL NETWORKS;

ACTIVE CONTOUR MODELS (ACM); DYNAMIC LINK ARCHITECTURE (DLA); ELASTIC GRAPH DYNAMIC LINK MODELS (EGDLM); ELASTIC GRAPH MATCHING;

PATTERN MATCHING;

EID: 0033309669     PISSN: 02180014     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218001499000719     Document Type: Article

References (45)

1. R. F. Adler., "Determination of thunderstorm heights and intensities from GOES infrared data," Proc. Int. Conf. Weather Forecasting and Analysis, American Meteorological Society, Boston, 1982, pp. 250-257.
2. R. J. Baron, "Mechanisms of human facial recognition," Int. J. Man Mach. Stud. 10, 2 (1981) 137-178.
3. W. Mel. Bartlett, "SeeMore: combining color, shape, and texture," Neural Comput. 9, 4 (1997) 777-804.
4. E. Bienenstock and C. von der Malsburg, "A neural network for invariant pattern recognition," Eurphys. Lett. 4, 1 (1987) 121-126.
5. H. W. Brandli, "Satellite meteorology," AWS-TR-79-264, Hq. Air Weather Service, Scott AFB II., 1976.
6. L. D. Cohen, "NOTE on active contour models and baloons," CVGIP: Imag. Understanding 53, 2 (1991) 211-218.
7. T. F. Cootes, A. Hill, C. J. Taylor and J. Haslam, "The use of active shape models for locating structures in medical images," Imag. Vis. Comput. 12, 6 (1994) 355-366.
8. V. F. Dvorak, "A technique for the analysis and forecasting of tropical cyclone intensities from satellite pictures," NOAA Technical Memo. NESS 45, U.S. Department of Commerce, Washington, DC, 1973.
9. V. F. Dvorak, "Tropical cyclone intensity analysis and forecasting from satellite imagery," Mon. Wea. Rev. 103, (1975) 420-430.
10. V. F. Dvorak, "Tropical cyclone intensity analysis using satellite data," NOAA Technical Report, NESDIS 11, Washington D.C., 1984.
11. M. Irani and P. Anandan, "A united approach to moving object detection in 2D and 3D scenes," IEEE Trans. Patt. Anal. Mach. Intell. 20, 6 (1998) 577-589.
12. T. Kanisza, "Subjective contours," Sci. Am. 34 (1976) 48-52.
13. M. Kass and A. Witkin, "Snakes: active contour models," Proc. Int. Conf. Computer Vision, 1987, pp. 259-268.
14. S. Kichenassamy and P. Olver, "Gradient flow and geometric active contour models," IEEE Trans. Patt. Anal. Mach. Intell. 17 (1995) 810-815.
15. W. Konen and C. von der Malsburg, "Learning to generalize from single examples in the dynamic link architecture," Neural Comput. 5, 5 (1993) 719-735.
16. N. Kruger, "An algorithm for the learning of weights in discrimination functions using prior constant," IEEE Trans. Patt. Anal. Mach. Intell. 19 (1997) 764-768.
17. S. R. Kyoung and I. S. Kweon, "2-D object recognition using invariant contour descriptor and projective refinement," Patt. Recogn. 31, 4 (1998) 441-455.
18. M. Lades, "Distortion invariant object recognition in the dynamic link architecture," IEEE Trans. Comput. 42, 3 (1993) 300-311.
19. F. Leymarie and M. D. Levine, "Tracking deformable objects in the plane using an active contour model," IEEE Trans. Patt. Anal. Mach. Intell. 15, 6 (1993) 617-634.
20. R. Lee, J. Liu and J. You, "Face recognition: elastic relation encoding and structural matching," Proc. IEEE Int. Conf. Systems, Man and Cybernetics (SMC'99), Tokyo, Japan, October 12-15, 1999, pp. 172-177.
21. J. N. K. Liu and R. S. T. Lee, "Invariant character recognition in dynamic link architecture," Proc. KDEX'97, Newport Beach, USA, 1997, pp. 188-195.
22. J. N. K. Liu and R. S. Lee, "Invariant handwritten Chinese character recognition by dynamic link architecture," Proc. ICONIP/JNNS'98, Kitakyushu, Japan, 1998, pp. 275-278.
23. T. Lourens and R. P. Wurtz, "Object recognition by matching symbolic edge graphs," Proc. Third Asian Conf. Computer Vision, Hong Kong, January 1998, pp. 193-200.
24. C. von der Malsburg, "The correlation theory of brain theory," Internal Report 81-82, MPI Biophysical Chemistry, 1981.
25. C. von der Malsburg, "Nervous structures with dynamical link," Ber. Bunsenges. Phys. Chem. 87 (1985) 703-710.
26. C. von der Malsburg, "Algorithms, brain and organization," Dynamical Systems and Cellular Automata, eds. E. Goles, M. Tchuente, and J. Demongeot, Academic Press, London, 1985, pp. 235-246.
27. C. von der Malsburg, "Synaptic plasticity as basis of brain organization," The Neural and Molecular Bases of Learning, eds. Changeux and M. Konishi, John Wiley, 1987, pp. 411-431.
28. C. von der Malsburg, "Pattern recognition by label graph matching," Neural Networks 1 (1988) 141-148.
29. C. von der Malsburg "A neural architecture for the representation of scenes," Brain Organization and Memory: Cells, Systems and Circuits, eds. J. L. McGaugh, N. M. Weinbeger and G. Lynch, Oxford University Press, New York, 1990, pp. 356-372
30. B. Moghaddam and A. Pentland, "Probabilistic visual learning for object detection," Proc. Fifth Int. Conf. Computer Vision, Cambridge, MA, June 1995, pp. 201-208.
31. W. Neuenschwander, P. Fua, G. Szekely and O. Kubler, "Initializing snakes," Proc. CVPR, Seattle, USA, 1994, pp. 658-663.
32. P. Radeva and J. Serrat, "Rubber snake: implementation on signed distance potential," Proc. Vision Conf. SWISS'93, 1993, pp. 187-194.
33. R. W. Spencer and H. M. Goodman, "Precipitation retrieval over land and ocean with the SSM/I," J. Atmos. Oceanic Tech. 6 (1988) 253-273.
34. C. S. Velden, W. S. Olson and B. A. Roth, "Tropical cyclone center-fixing using DMSP SSM/I data," Proc. Fourth Conf. Satellite Meteorology, San Deigo, USA, 1989, pp. 36-39.
35. C. S. Velden, T. L. Olander and M. Z. Raymond, "Objective Dvorak Technique (ODT)," Weather and Forecasting, Regional and Mesoscale Meteorology Branch, NOAA/NESDIS, U.S. Department of Commerce, Washington, D. C., March, 1998.
36. E. M. Weber and S. Wilderotter, "Satellite interpretation," Air Weather Service Technical Note 81/001, Offutt AFB, NE, 1981.
37. C. E. Weiss, "Cloud-location corrections near the horizon of an SMS image," Satellite Applications Information Note 78/8, NOAA/NESDIS, U.S. Department of Commerce, Washington, D.C., 1978.
38. R. Weldon, "Synoptic scale cloud systems," NESDIS Training Notes, Satellite Applications Laboratory, NOAA, U.S. Department Commerce, Washington, D.C., 1983.
39. R. Weldon and S. Holmes, "Characteristics of water vapor imagery," NESDIS Training Notes, Satellite Applications Laboratory, NOAA, U.S. Dept. of Commerce, Washington D.C., 1984.
40. L. Wiskott and C. von der Malsburg, "Recognizing faces by dynamic link matching," Proc. ICANN'95, Paris, 1995, pp. 347-352.
41. L. Wiskott, "Labeled graphs and dynamic link matching for race recognition and scene analysis," Reihe Physik. 53, Verlag Harri Deutsch, Thun, Grankfurt am Main, 1995.
42. L. Wiskott, J. M. Fellous, N. Kruger and C., von der Malsburg, "Face recognition by elastic bunch graph matching," Internal Report IR-INI 96-08, Institut fur Neuroinformatik, Ruhr-Universtat Bochum, Germany, 1996.
43. R. P. Wurtz and C. von der Malsburg, "Recognition of human faces by a neuronal graph matching process," Appl. Neural Networks, eds. H. G. Schuster, VCH, Weinheim, 1992, pp. 181-200.
44. R. P. Wurtz, "Object recognition robust under translations, deformations and changes in background," IEEE Trans. Patt. Recogn. Mach. Intell. 9, 7 (1997) 769-775.
45. A. L. Yuille, "Deformable templates for face recognition," J. Cogn. Neurosci. 3 (1991) 59-70.