Hardware design of correlation filters for target detection

Akbar, Naeem, Tehsin, Sara, Rehman, Haseeb, Rehman, Saad and Young, Rupert (2019) Hardware design of correlation filters for target detection. SPIE Defense + Commercial Sensing, Baltimore,Maryland, United States, 14-18 April. Published in: Pattern Recognition and Tracking XXX. 10995 SPIE

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Abstract

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.

Item Type: Conference Proceedings
Keywords: Hardware design, Correlation filter, Automatic target recognition
Schools and Departments: School of Engineering and Informatics > Engineering and Design
Research Centres and Groups: Industrial Informatics and Signal Processing Research Group
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101 Telecommunication Including telegraphy, telephone, radio, radar, television > TK5102.9 Signal processing
Depositing User: Rupert Young
Date Deposited: 28 May 2019 13:50
Last Modified: 29 May 2019 09:02
URI: http://sro.sussex.ac.uk/id/eprint/83969

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