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An optimal design of moving objects tracking algorithm on FPGA

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.

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Official URL: http://dx.doi.org/10.1109/ICIAS.2012.6306112

Abstract

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.

Item Type:Conference or Workshop Item (Paper)
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Academic Subject One:Academic Department - Electrical And Electronics - Pervasisve Systems - Digital Electronics - Programmable Devices
Departments / MOR / COE:Centre of Excellence > Center for Intelligent Signal and Imaging Research
Departments > Electrical & Electronic Engineering
Research Institutes > Institute for Health Analytics
ID Code:8801
Deposited By: Dr Fawnizu Azmadi Hussin
Deposited On:16 Jan 2013 02:07
Last Modified:16 Jan 2013 02:07

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