Pre- and post-processing correlation filter data

Andres Rodriguez; B. V. K. Vijaya Kumar

doi:10.1117/12.2015384

20 May 2013 Pre- and post-processing correlation filter data

Andres Rodriguez, B. V. K. Vijaya Kumar

Author Affiliations +

Proceedings Volume 8744, Automatic Target Recognition XXIII; 87440L (2013) https://doi.org/10.1117/12.2015384
Event: SPIE Defense, Security, and Sensing, 2013, Baltimore, Maryland, United States

Abstract

Correlation filters have been shown to perform well for localization and classification tasks. In this paper, we investigate different techniques used to pre- and post-process the data to improve the correlation filter performance. In addition, we present an efficient method to use zero-mean, unit-norm test chips in a large test image. We compare the localization, classification, and recognition performance when we apply one or more of these methods.

Citation Download Citation

Andres Rodriguez, Andres Rodriguez, B. V. K. Vijaya Kumar, B. V. K. Vijaya Kumar, "Pre- and post-processing correlation filter data", Proc. SPIE 8744, Automatic Target Recognition XXIII, 87440L (20 May 2013); doi: 10.1117/12.2015384; https://doi.org/10.1117/12.2015384

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