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Hardware design of correlation filters for target detection
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Paper Abstract

Correlation filters due to its three protuberant advantages have proven very effective for automatic target detection, biometric verification and security applications. In this paper, correlation filters are implemented in hardware FPGA keeping in view their importance in real time applications. Hardware implementation results are placed in comparison with results generated through software. These results are almost similar with a negligible variation i.e. 10-4, which is demonstrated in the experimental section, in addition to valuable time reduction. The hardware design of these filters is implemented in LabView which can be subsequently employed in real-time security applications. This design may be expanded for other advanced variants of correlation filters in future work.

Paper Details

Date Published: 13 May 2019
PDF: 9 pages
Proc. SPIE 10995, Pattern Recognition and Tracking XXX, 109950E (13 May 2019); doi: 10.1117/12.2519497
Show Author Affiliations
Naeem Akbar, National Univ. of Sciences and Technology (Pakistan)
Sara Tehsin, National Univ. of Sciences and Technology (Pakistan)
Haseeb ur Rehman, National Univ. of Sciences and Technology (Pakistan)
Saad Rehman, National Univ. of Sciences and Technology (Pakistan)
Rupert Young, Univ. of Sussex (United Kingdom)


Published in SPIE Proceedings Vol. 10995:
Pattern Recognition and Tracking XXX
Mohammad S. Alam, Editor(s)

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