Jaafar, Hazriq Izzuan (2013) A Comparative Study of the Application of Swarm Intelligence in Kruppa-Based Camera Auto-Calibration. In: The 3rd Global Conference for Academic Research on Scientific and Emerging Technologies , 9-10 March 2013, Kuala Lumpur, Malaysia..
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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: | Conference or Workshop Item (Paper) |
|---|---|
| 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 09:24 |
| Last Modified: | 28 May 2015 04:12 |
| URI: | http://eprints.utem.edu.my/id/eprint/10639 |
| Statistic Details: | View Download Statistic |
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