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Journal of the Optical Society of America A

Journal of the Optical Society of America A

| OPTICS, IMAGE SCIENCE, AND VISION

  • Vol. 18, Iss. 9 — Sep. 1, 2001
  • pp: 2054–2071

Noise robustness of nonlinear filters for image recognition

Nasser Towghi, Luting Pan, and Bahram Javidi  »View Author Affiliations


JOSA A, Vol. 18, Issue 9, pp. 2054-2071 (2001)
http://dx.doi.org/10.1364/JOSAA.18.002054


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Abstract

We analyze the performance of the Fourier plane nonlinear filters in terms of signal-to-noise ratio (SNR). We obtain a range of nonlinearities for which SNR is robust to the variations in input-noise bandwidth. This is shown both by analytical estimates of the SNR for nonlinear filters and by experimental simulations. Specifically, we analyze the SNR when Fourier plane nonlinearity is applied to the input signal. Using the Karhunen–Loève series expansion of the noise process, we obtain precise analytic expressions of the SNR for Fourier plane nonlinear filters in the presence of various types of additive-noise processes. We find a range of nonlinearities that need to be applied that keep the output SNR of the filter stable relative to changes in the noise bandwidth.

© 2001 Optical Society of America

OCIS Codes
(100.5010) Image processing : Pattern recognition

Citation
Nasser Towghi, Luting Pan, and Bahram Javidi, "Noise robustness of nonlinear filters for image recognition," J. Opt. Soc. Am. A 18, 2054-2071 (2001)
http://www.opticsinfobase.org/josaa/abstract.cfm?URI=josaa-18-9-2054


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