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Hardware Design of Correlation Filters for Target Detection 1.pdf (576.43 kB)

Hardware design of correlation filters for target detection

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conference contribution
posted on 2023-06-09, 17:55 authored by Naeem Akbar, Sara Tehsin, Haseeb Rehman, Saad Rehman, Rupert YoungRupert Young
Correlation filters have been implemented in software and have proven very effective for automatic target detection, biometric verification and security applications. In this paper, these filters are implemented in hardware keeping in view their importance in real time applications. Hardware implementations are compared with results generated through software. These vary by as little as 10-4 which is demonstrated in the experimental section of the paper. 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.

History

Publication status

  • Published

File Version

  • Accepted version

Journal

Pattern Recognition and Tracking XXX

Publisher

SPIE

Volume

10995

Event name

SPIE Defense + Commercial Sensing

Event location

Baltimore,Maryland, United States

Event type

conference

Event date

14-18 April

Department affiliated with

  • Engineering and Design Publications

Research groups affiliated with

  • Industrial Informatics and Signal Processing Research Group Publications

Full text available

  • Yes

Peer reviewed?

  • Yes

Legacy Posted Date

2019-05-28

First Open Access (FOA) Date

2019-05-29

First Compliant Deposit (FCD) Date

2019-05-29

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