A Comparative Study of the Application of Swarm Intelligence in Kruppa-Based Camera Auto-Calibration

Jaafar, Hazriq Izzuan (2013) A Comparative Study of the Application of Swarm Intelligence in Kruppa-Based Camera Auto-Calibration. International Journal of Scientific & Engineering Research, 4 (5). pp. 56-60. ISSN 2229-5518

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Abstract

This paper presented a comparative study of the application of two Swarm Intelligence algorithms: Particle Swarm Optimization and Firefly Algorithm in automatic camera calibration problem. The fitness function used in the camera calibration problem is based on the Kruppa’s equation. A case study from a dataset provided by Le2i Universite de Bourgoune is taken for benchmarking the performance of both algorithms. The result is compared with previous literatures. Result obtained from these algorithms indicates there is potential for further improvement.

Item Type:	Article
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:	Faculty of Electrical Engineering > Department of Control, Instrumentation & Automation
Depositing User:	HAZRIQ IZZUAN JAAFAR
Date Deposited:	13 Jan 2014 09:33
Last Modified:	28 May 2015 04:12
URI:	http://eprints.utem.edu.my/id/eprint/10617
Statistic Details:	View Download Statistic

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