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Proceedings Paper

Study of adaptive correlation filter synthesis guided by the peak and shape of the correlation output
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Paper Abstract

In recent years, many proposals that consider an adaptive perspective had been developed to solve some drawbacks, such as geometric distortions, background noise and target discrimination. The metrics are based only in the correlation peak output for the filter synthesis. In this paper, the correlation shape is studied to implement adaptive correlation filters guided by the peak and shape of the correlation output. Furthermore, the shape of correlation output is studied to improve the search in the filters bank. In addition, parallel algorithms are developed for accelerated the search in the filters bank. Some results are shown, such as time of synthesis, filter performance and comparisons with other adaptive correlation filter proposals.

Paper Details

Date Published: 23 September 2014
PDF: 10 pages
Proc. SPIE 9217, Applications of Digital Image Processing XXXVII, 921709 (23 September 2014); doi: 10.1117/12.2062024
Show Author Affiliations
Oliver G. Campos Trujillo, Instituto Politécnico Nacional - CITEDI (Mexico)
Gerardo Díaz Blancas, Instituto Politécnico Nacional - CITEDI (Mexico)

Published in SPIE Proceedings Vol. 9217:
Applications of Digital Image Processing XXXVII
Andrew G. Tescher, Editor(s)

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