Detection and localization of degraded objects

E. M. Ramos-Michel; Vitaly Kober

doi:10.1117/12.678585

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24 August 2006 Detection and localization of degraded objects

E. M. Ramos-Michel, Vitaly Kober

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Proceedings Volume 6312, Applications of Digital Image Processing XXIX; 63121H (2006) https://doi.org/10.1117/12.678585
Event: SPIE Optics + Photonics, 2006, San Diego, California, United States

Abstract

In pattern recognition two different tasks are distinguished; that is, detection of objects and estimation of their exact positions (localization) in images. Traditional methods for pattern recognition are based on correlation or template matching. These methods are attractive because they can be easily implemented with digital or optical processors. However, they are very sensitive to intensity degradations that always are present in observed images. In this paper we analyze and compare correlation-based methods for reliable detection and localization of degraded objects.

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E. M. Ramos-Michel and Vitaly Kober "Detection and localization of degraded objects", Proc. SPIE 6312, Applications of Digital Image Processing XXIX, 63121H (24 August 2006); https://doi.org/10.1117/12.678585

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