Automated pavement imaging program (APIP) for pavement cracks classification and quantification
This paper describes the development of an Automated Pavement Imaging Program (APIP) for evaluating pavement distress condition. The digital image processing program enables longitudinal, transverse, and alligator cracks to be classified. Subsequently, the program automatically predicts types of cra...
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| Format: | Article |
| Language: | English English |
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Faculty of Civil Engineering, Universiti Teknologi Malaysia
2007
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| Online Access: | http://eprints.utm.my/7828/ http://eprints.utm.my/7828/1/LingTungChai2007_Automated_pavement_imaging_program_%28APIP%29.pdf http://eprints.utm.my/7828/3/index.html |
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| author | Che Puan, Othman Mustaffar, Mushairry Ling, Tung Chai |
| author_facet | Che Puan, Othman Mustaffar, Mushairry Ling, Tung Chai |
| author_sort | Che Puan, Othman |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | This paper describes the development of an Automated Pavement Imaging Program (APIP) for evaluating pavement distress condition. The digital image processing program enables longitudinal, transverse, and alligator cracks to be classified. Subsequently, the program automatically predicts types of cracks and estimates the crack intensity which can be used to rate pavement distress severity. Results obtained by this technique are compared with the conventional manual method to check accuracy. The algorithm developed in this study is capable of identifying types of cracks and the severity level at about 90% accuracy, which is similar to the accuracy obtained by the manual method. |
| first_indexed | 2025-11-15T20:59:49Z |
| format | Article |
| id | utm-7828 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T20:59:49Z |
| publishDate | 2007 |
| publisher | Faculty of Civil Engineering, Universiti Teknologi Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-78282017-10-23T04:58:00Z http://eprints.utm.my/7828/ Automated pavement imaging program (APIP) for pavement cracks classification and quantification Che Puan, Othman Mustaffar, Mushairry Ling, Tung Chai TA Engineering (General). Civil engineering (General) This paper describes the development of an Automated Pavement Imaging Program (APIP) for evaluating pavement distress condition. The digital image processing program enables longitudinal, transverse, and alligator cracks to be classified. Subsequently, the program automatically predicts types of cracks and estimates the crack intensity which can be used to rate pavement distress severity. Results obtained by this technique are compared with the conventional manual method to check accuracy. The algorithm developed in this study is capable of identifying types of cracks and the severity level at about 90% accuracy, which is similar to the accuracy obtained by the manual method. Faculty of Civil Engineering, Universiti Teknologi Malaysia 2007 Article PeerReviewed application/pdf en http://eprints.utm.my/7828/1/LingTungChai2007_Automated_pavement_imaging_program_%28APIP%29.pdf text/html en http://eprints.utm.my/7828/3/index.html Che Puan, Othman and Mustaffar, Mushairry and Ling, Tung Chai (2007) Automated pavement imaging program (APIP) for pavement cracks classification and quantification. Malaysian Journal of Civil Engineering, 19 (1). pp. 1-16. ISSN 1823-7843 |
| spellingShingle | TA Engineering (General). Civil engineering (General) Che Puan, Othman Mustaffar, Mushairry Ling, Tung Chai Automated pavement imaging program (APIP) for pavement cracks classification and quantification |
| title | Automated pavement imaging program (APIP) for pavement cracks classification and quantification |
| title_full | Automated pavement imaging program (APIP) for pavement cracks classification and quantification |
| title_fullStr | Automated pavement imaging program (APIP) for pavement cracks classification and quantification |
| title_full_unstemmed | Automated pavement imaging program (APIP) for pavement cracks classification and quantification |
| title_short | Automated pavement imaging program (APIP) for pavement cracks classification and quantification |
| title_sort | automated pavement imaging program (apip) for pavement cracks classification and quantification |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://eprints.utm.my/7828/ http://eprints.utm.my/7828/1/LingTungChai2007_Automated_pavement_imaging_program_%28APIP%29.pdf http://eprints.utm.my/7828/3/index.html |