An optimal design of moving objects tracking algorithm on FPGA
This paper presents an optimal design and implementation of hardware system units for tracking moving objects on FPGA. Designs outline dataflow between different frequency domains using pipelining and FIFOs as buffers. The system implements a large amount of operations in order to apply a tracking a...
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Online Access: | http://eprints.utp.edu.my/8801/1/06306112.pdf http://dx.doi.org/10.1109/ICIAS.2012.6306112 http://eprints.utp.edu.my/8801/ |
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my.utp.eprints.88012013-01-16T02:07:59Z An optimal design of moving objects tracking algorithm on FPGA Elkhatib, Lina Noaman Hussin, Fawnizu Azmadi Xia, Likun Sebastian , Patrick QA75 Electronic computers. Computer science This paper presents an optimal design and implementation of hardware system units for tracking moving objects on FPGA. Designs outline dataflow between different frequency domains using pipelining and FIFOs as buffers. The system implements a large amount of operations in order to apply a tracking algorithm called Adaptive Hybrid Difference. Two core units were built to implement the algorithm on FPGA, the adaptive threshold unit and the binary image builder unit. By implementing the proposed design with pipelining and parallelism, the number of clock cycles required fo calculate the adaptive threshold over 30 frames has reduced from 23 × cycles to 4.3 × cycles. Additionally, optimal logic elements utilization has been achieved through the design. 2010-06-15 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/8801/1/06306112.pdf http://dx.doi.org/10.1109/ICIAS.2012.6306112 Elkhatib, Lina Noaman and Hussin, Fawnizu Azmadi and Xia, Likun and Sebastian , Patrick (2010) An optimal design of moving objects tracking algorithm on FPGA. In: International Conference on Intelligent and Advanced Systems (ICIAS 2010), 15-17 June, 2010, Kuala Lumpur, Malaysia. http://eprints.utp.edu.my/8801/ |
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QA75 Electronic computers. Computer science Elkhatib, Lina Noaman Hussin, Fawnizu Azmadi Xia, Likun Sebastian , Patrick An optimal design of moving objects tracking algorithm on FPGA |
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This paper presents an optimal design and implementation of hardware system units for tracking moving objects on FPGA. Designs outline dataflow between different frequency domains using pipelining and FIFOs as buffers. The system implements a large amount of operations in order to apply a tracking algorithm called Adaptive Hybrid Difference. Two core units were built to implement the algorithm on FPGA, the adaptive threshold unit and the binary image builder unit. By implementing the proposed design with pipelining and parallelism, the number of clock cycles required fo calculate the adaptive threshold over 30 frames has reduced from 23 × cycles to 4.3 × cycles. Additionally, optimal logic elements utilization has been achieved through the design. |
format |
Conference or Workshop Item |
author |
Elkhatib, Lina Noaman Hussin, Fawnizu Azmadi Xia, Likun Sebastian , Patrick |
author_facet |
Elkhatib, Lina Noaman Hussin, Fawnizu Azmadi Xia, Likun Sebastian , Patrick |
author_sort |
Elkhatib, Lina Noaman |
title |
An optimal design of moving objects tracking algorithm on FPGA |
title_short |
An optimal design of moving objects tracking algorithm on FPGA |
title_full |
An optimal design of moving objects tracking algorithm on FPGA |
title_fullStr |
An optimal design of moving objects tracking algorithm on FPGA |
title_full_unstemmed |
An optimal design of moving objects tracking algorithm on FPGA |
title_sort |
optimal design of moving objects tracking algorithm on fpga |
publishDate |
2010 |
url |
http://eprints.utp.edu.my/8801/1/06306112.pdf http://dx.doi.org/10.1109/ICIAS.2012.6306112 http://eprints.utp.edu.my/8801/ |
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1738655684258430976 |
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13.18916 |