Recursive Gabor filtering

IEEE Transactions on Signal Processing

Volumn 50, Issue 11, 2002, Pages 2798-2805

  Young, Ian T ^a,b   Van Vliet, Lucas J ^b   Van Ginkel, Michael ^b  

^a IEEE   (Netherlands)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

Gabor filtering; Gabor wavelets; IIR filters; Multidimensional filtering; Recursive filtering

Indexed keywords

GABOR FILTER; GABOR WAVELETS; MULTIDIMENSIONAL FILTER; RECURSIVE FILTER;

ALGORITHMS; COMPUTATIONAL COMPLEXITY; FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; IIR FILTERS; PROBLEM SOLVING; RECURSIVE FUNCTIONS; SPECTRUM ANALYSIS; TIME DOMAIN ANALYSIS; WAVELET TRANSFORMS;

SIGNAL FILTERING AND PREDICTION;

EID: 0036842878     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2002.804095     Document Type: Article

References (15)

1. D. Gabor, "Theory of communications," Proc. Inst. Elect. Eng., vol. 93, pp. 429-459, 1946.
2. A. V. Oppenheim, A. S. Willsky, and I. T. Young, Systems and Signals. Englewood Cliffs, NJ: Prentice-Hall, 1983.
3. N. Petkov, "Image classification system based on cortical representation and unsupervised neural network learning," in Proc. Conf. Comput. Archit. Machine Perception, Pavia, Italy, 1995.
4. J. G. Daugman, "Uncertainty relations for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters," J. Opt. Soc. Amer. A, vol. 2, pp. 1160-1169, 1985.
5. J. P. Jones and L. A. Palmer, "An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex," J. Neurophysiol., vol. 58, pp. 1233-1258, 1987.
6. B. G. Cumming and A. J. P. Parker, "Responses of primary visual cortical neurons to binocular disparity without depth perception," Nature, vol. 389, pp. 280-283, 1997.
7. T. S. Lee, "Image representation using 2D Gabor wavelets," IEEE Trans. Pattern Anal. Machine Intell., vol. 18, pp. 959-971, July 1996.
8. S. N. Baker, E. Olivier, and R. N. Lemon, "Coherent oscillations in monkey motor cortex and hand muscle EMG show task-dependent modulation," J. Physiol., vol. 501, pp. 225-241, 1997.
9. T. T. Chinen and T. R. Reed, "A performance analysis of fast Gabor transform methods," Graphical Models Image Process., vol. 59, pp. 117-127, 1997.
10. C. Richard and R. Lengelle, "Joint recursive processing of time-frequency representations and their modified version by the reassignment method," Signal Process., vol. 60, pp. 163-179, 1997.
11. S. Qiu, F. Zhou, and P. E. Crandall, "Discrete Gabor transforms with complexity O (N log N)," Signal Process., vol. 77, pp. 159-170, 1999.
12. I. T. Young and L. J. Van Vliet, "Recursive implementation of the Gaussian filter," Signal Process., vol. 44, pp. 139-151, 1995.
13. L. J. Van Vliet, I. T. Young, and P. W. Verbeek, "Recursive Gaussian derivative filters," in Proc. 14th Int. Conf. Pattern Recogn., Brisbane, Australia, 1998.
14. M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions. New York: Dover, 1965.
15. S. Wolfram, Mathematica, A System for Doing Mathematics by Computer, Second ed. Redwood City, CA: Addison Wesley, 1991.