Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation
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, how...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2012
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/8760/ http://umpir.ump.edu.my/id/eprint/8760/1/fkee-2012-shawal-Finding%20Rois%20In%20Infrared-art.pdf |
| _version_ | 1848818324650065920 |
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| author | M. S., Jadin Kamarul Hawari, Ghazali Soib, Taib Nazmul Huda, A. S. |
| author_facet | M. S., Jadin Kamarul Hawari, Ghazali Soib, Taib Nazmul Huda, A. S. |
| author_sort | M. S., Jadin |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | 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.
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| first_indexed | 2025-11-15T01:35:51Z |
| format | Conference or Workshop Item |
| id | ump-8760 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:35:51Z |
| publishDate | 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-87602018-02-21T06:02:12Z http://umpir.ump.edu.my/id/eprint/8760/ Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation M. S., Jadin Kamarul Hawari, Ghazali Soib, Taib Nazmul Huda, A. S. Q Science (General) TK Electrical engineering. Electronics Nuclear engineering 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. 2012-11 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/8760/1/fkee-2012-shawal-Finding%20Rois%20In%20Infrared-art.pdf 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.. (Published) http://dx.doi.org/10.1109/ICCSCE.2012.6487149 doi:10.1109/ICCSCE.2012.6487149 |
| spellingShingle | Q Science (General) TK Electrical engineering. Electronics Nuclear engineering M. S., Jadin Kamarul Hawari, Ghazali Soib, Taib Nazmul Huda, A. S. Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation |
| title | Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation |
| title_full | Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation |
| title_fullStr | Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation |
| title_full_unstemmed | Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation |
| title_short | Finding Rois in Infrared Image of Electrical Installation for Qualitative Thermal Condition Evaluation |
| title_sort | finding rois in infrared image of electrical installation for qualitative thermal condition evaluation |
| topic | Q Science (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/8760/ http://umpir.ump.edu.my/id/eprint/8760/ http://umpir.ump.edu.my/id/eprint/8760/ http://umpir.ump.edu.my/id/eprint/8760/1/fkee-2012-shawal-Finding%20Rois%20In%20Infrared-art.pdf |