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Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation

M. S., Jadin and Kamarul Hawari, Ghazali and Soib, Taib and Nazmul Huda, A. S. (2012) Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation. In: IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2012), 23-25 November 2012 , Penang, Malaysia. pp. 244-249..

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Abstract

This paper presents a method for automatically finding regions of interest (ROIs) in the infrared image of electrical installation. These regions are very important in diagnosing the thermal condition of electrical equipment. Even the selection of ROIs in the infrared image can be done manually, however the accuracy of the regions is arguably. So we take the advantage of extracting local features to identify, locate, and match multiple repeated objects and grouping look like similar objects in the images. Experimental results have shown that the proposed method achieves better performance for detecting the target ROIs with various irregular intensity variations, dim target equipments and cluttered background. The performance of the proposed and method is qualitative and quantitatively evaluated.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science > Q Science (General)
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Faculty/Division: Faculty of Electrical & Electronic Engineering
Depositing User: Mr. Mohd Shawal Jadin
Date Deposited: 23 Mar 2015 04:07
Last Modified: 21 Feb 2018 06:02
URI: http://umpir.ump.edu.my/id/eprint/8760
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