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: Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on, 12-14 June 2012, Kuala Lumpur.

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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.

Item Type: Conference or Workshop Item (Paper)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Departments / MOR / COE: Centre of Excellence > Center for Intelligent Signal and Imaging Research
Departments > Electrical & Electronic Engineering
Depositing User: Patrick Sebastian
Date Deposited: 22 Nov 2012 02:56
Last Modified: 19 Jan 2017 08:21

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