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A Comparison of Algorithms for Subpixel Peak Detection

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Image Technology

Abstract

This paper compares the suitability and efficacy of five algorithms for determining the peak position of a line or light stripe to subpixel accuracy. The algorithms are compared in terms of accuracy, robustness and computational speed. In addition to empirical testing, a theoretical comparison is also presented to provide a framework for analysis of the empirical results.

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References

  1. B. G. Batchelor, D. A. Hill and D. C. Hodgson, “Automated Visual Inspection”, IFS (Publications) Ltd, UK, North Holland, 1985.

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  2. F. Blais & M. Rioux, “Real-Time Numerical Peak Detector”, Signal Processing 11, pp 145–155, 1986.

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  3. D. Braggins, “Achieving subpixel precision”, Sensor Review, Volume 10, No. 4, pp 174–177, 1990.

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  5. D. K. Naidu, R. B. Fisher, “A Comparitive Analysis of Algorithms for Determining the Peak Position of a Stripe to Sub-Pixel Accuracy”, Proc. 1991 British Machine Vision Association Conf., pp 217-225, Glasgow, 1991.

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  6. S. J. White, “Method and Apparatus for Locating Center of Reference Pulse in a Measurement System”, U.S. Patent No. 4,628,469, December 1986.

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© 1996 Springer-Verlag Berlin Heidelberg

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Fisher, R.B., Naidu, D.K. (1996). A Comparison of Algorithms for Subpixel Peak Detection. In: Sanz, J.L.C. (eds) Image Technology. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-58288-2_15

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  • DOI: https://doi.org/10.1007/978-3-642-58288-2_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-63528-1

  • Online ISBN: 978-3-642-58288-2

  • eBook Packages: Springer Book Archive

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