Correlation filters with controlled scale response

IEEE Transactions on Image Processing

Volumn 15, Issue 7, 2006, Pages 1794-1802

  Kerekes, Ryan A ^a   Vijaya Kumar, B V K ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Correlation filters; Mellin radial harmonic functions; Pattern recognition; Scale invariance

Indexed keywords

COMPUTER SIMULATION; HARMONIC DISTORTION; OPTIMIZATION; PATTERN RECOGNITION;

CORRELATION FILTERS; MELLIN RADIAL HARMONIC FUNCTIONS; SCALE INVARIANCE;

IMAGE PROCESSING;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; FILTRATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION RETRIEVAL; METHODOLOGY; REGRESSION ANALYSIS; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; STATISTICS;

ALGORITHMS; FILTRATION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; PATTERN RECOGNITION, AUTOMATED; REGRESSION ANALYSIS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; STATISTICS; SUBTRACTION TECHNIQUE;

EID: 33745619010     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2006.873468     Document Type: Article

References (20)

1. L. M. Novak, G. J. Owirka, and C. M. Netishen, "Radar target identification using spatial matched filters," Pattern Recognit., vol. 27, pp. 607-617, 1994.
2. Q.-S. Chen, M. Defrise, and F. Deconinck, "Symmetric phase-only matched filtering of Fourier-Mellin transforms for image registration and recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 16, no. 12, pp. 1156-1168, Dec. 1994.
3. M. Alkanhal and B. V. K. Vijaya Kumar, "Polynomial distance classifier correlation filter for pattern recognition," Appl. Opt., vol. 42, pp. 4688-4708, 2003.
4. B. V. K. Vijaya Kumar, "Tutorial survey of composite filter designs for optical correlators," Appl. Opt., vol. 31, pp. 4773-4801, 1992.
5. G. Ravichandran and D. Casasent, "Advanced in-plane rotation-invariant correlation filters," IEEE Trans. Pattern Anal. Mach. Intell., vol. 16, no. 4, pp. 415-420, Apr. 1994.
6. M. Savvides and B. V. K. Vijaya Kumar, "Efficient design of advanced correlation filters for robust distortion-tolerant face identification," in Proc. IEEE Conf. Advanced Video and Signal Based Surveillance, Jul. 2003, pp. 45-52.
7. A. Mahalanobis, B. V. K. Vijaya Kumar, and D. Casasent, "Minimum average correlation energy filters," Appl. Opt., vol. 26, pp. 3633-3640, 1987.
8. B. V. K. Vijaya Kumar, D. W. Carlson, and A. Mahalanobis, "Optimal tradeoff synthetic discriminant function filters for arbitrary devices," Opt. Lett., vol. 19, pp. 1556-1558, 1994.
9. B. V. K. Vijaya Kumar and E. Pochapsky, "Signal-to-noise ratio considerations in modified matched spatial filters," J. Opt. Soc. Amer., vol. 3, pp. 777-786, 1986.
10. B. V. K. Vijaya Kumar, A. Mahalanobis, and A. Takessian, "Optimal tradeoff circular harmonic function correlation filter methods providing controlled in-plane rotation response," IEEE Trans. Image Process., vol. 9, no. 6, pp. 1025-1034, Jun. 2000.
11. J. Rosen and J. Shamir, "Scale-invariant pattern recognition with logarithmic radial harmonic filters," Appl. Opt., vol. 28, pp. 240-244, 1989.
12. E. Tajahuerce, A. Moya, J. Garcia, and C. Ferreira, "Real filter based on Mellin radial harmionics for scale-invariant pattern recognition," Appl. Opt., vol. 33, pp. 3086-3093, 1994.
13. J.Yao, "Performance improved radial harmonic filter for shift-and scaleinvariant pattern recognition," in Proc. Optics Comput., 1999, pp. 54-56.
14. V. Kostov, "Scale and translation invariant minimum average correlation energy filter," Appl. Opt., vol. 42, pp. 181-189, 2003.
15. H. Ren, Z. Ping,W. Bo, W. Wu, and Y. Sheng, "Multidistortion-invariant image recognition with radial harmonic fourier moments," J. Opt. Soc. Amer., vol. 20, pp. 631-637, 2003.
16. D. Sepiashvili, J. M. F. Moura, and V. H. S. Ha, "Affine-permutation symmetry: Invariance and shape space," presented at the IEEE Workshop Statistical Signal Processing, St. Louis, MO, Sep. 2003.
17. A. V. Oppenheim, R. W. Schafer, and J. R. Buck, Discrete-Time Signal Processing, 2nd ed. Upper Saddle River, NJ: Prentice-Hall, 1999.
18. B. V. K. Vijaya Kumar and L. Hassebrook, "Performance measures for correlation filters," Appl. Opt., vol. 29, pp. 2997-3006, 1990.
19. MATLAB v6.5 (CD-ROM), The Mathworks, Inc., Natick, MA, 2002.
20. M. Savvides and B. V. K. Vijaya Kumar, "Quad phase minimum average correlation energy filters for reduced memory illumination tolerant face authentication," in Proc. AVPBA, 2003, pp. 19-26.