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An Optimal Design of Moving Objects Tracking Algorithm on FPGA

Elkhatib, Lina and Hussin, Fawnizu Azmadi and Xia, Likun and Sebastian , Patrick (2012) An Optimal Design of Moving Objects Tracking Algorithm on FPGA. In: 4th International Conference on Intelligent and Advanced Systems (ICIAS 2012), 12-14 June 2012, Kuala Lumpur. (Submitted)

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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 to 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:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Departments / MOR / COE:Departments > Electrical & Electronic Engineering
ID Code:8098
Deposited By: Patrick Sebastian
Deposited On:12 Sep 2012 01:13
Last Modified:19 Jan 2017 08:21

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