Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment
Thermal anomalies in electrical equipments can be extracted if its infrared image is segmented properly. However, segmenting the infrared image is a very challenging task due to blur and low quality of the obtained images. So, it is very important to enhance the image prior to segmentation. This pa...
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| Format: | Article |
| Language: | en |
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KTU
2012
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| Online Access: | http://umpir.ump.edu.my/id/eprint/8761/1/pawael.pdf http://umpir.ump.edu.my/id/eprint/8761/ http://dx.doi.org/10.5755/j01.eee.120.4.1465 |
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| author | M. S., Jadin Soib, Taib |
| author_facet | M. S., Jadin Soib, Taib |
| author_sort | M. S., Jadin |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Thermal anomalies in electrical equipments can be extracted if its infrared image is segmented properly. However, segmenting the infrared image is a very challenging task due to blur and low quality of the obtained images. So, it is very important to enhance the image prior to segmentation. This paper proposes an image enhancement method by adjusting the intensity of the image. Firstly, the intensity of the original image is inverted. Then, the warm region is enhanced by subtracting the original image with the inverted image. Experimental results through different segmentation algorithms show that by enhancing the infrared image using the proposed algorithm could improve the segmentation performance. Ill. 4, bibl. 16, tabl. 1 (in English; abstracts in English and Lithuanian).
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| format | Article |
| id | my.ump.umpir.8761 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2012 |
| publisher | KTU |
| record_format | eprints |
| spelling | my.ump.umpir.87612018-04-18T00:28:18Z http://umpir.ump.edu.my/id/eprint/8761/ Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment M. S., Jadin Soib, Taib Q Science (General) TK Electrical engineering. Electronics Nuclear engineering Thermal anomalies in electrical equipments can be extracted if its infrared image is segmented properly. However, segmenting the infrared image is a very challenging task due to blur and low quality of the obtained images. So, it is very important to enhance the image prior to segmentation. This paper proposes an image enhancement method by adjusting the intensity of the image. Firstly, the intensity of the original image is inverted. Then, the warm region is enhanced by subtracting the original image with the inverted image. Experimental results through different segmentation algorithms show that by enhancing the infrared image using the proposed algorithm could improve the segmentation performance. Ill. 4, bibl. 16, tabl. 1 (in English; abstracts in English and Lithuanian). KTU 2012 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/8761/1/pawael.pdf M. S., Jadin and Soib, Taib (2012) Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment. Electronics and Electrical Engineering = Elektronika ir Elektrotechnika, 120 (4). pp. 107-112. ISSN 1392-1215 (print); 2029-5731 (online) . (Published) http://dx.doi.org/10.5755/j01.eee.120.4.1465 DOI: 10.5755/j01.eee.120.4.1465 |
| spellingShingle | Q Science (General) TK Electrical engineering. Electronics Nuclear engineering M. S., Jadin Soib, Taib Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment |
| title | Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment |
| title_full | Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment |
| title_fullStr | Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment |
| title_full_unstemmed | Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment |
| title_short | Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment |
| title_sort | infrared image enhancement and segmentation for extracting the thermal anomalies in electrical equipment |
| topic | Q Science (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/8761/1/pawael.pdf http://umpir.ump.edu.my/id/eprint/8761/ http://dx.doi.org/10.5755/j01.eee.120.4.1465 |
| url_provider | http://umpir.ump.edu.my/ |