Building crack characterization using an hybrid approach
Crack can easily be seen on many buildings and along major roads in developing and developed countries. These cracks come in various shapes, sizes and orientation. The main objective of this work is to apply digital signal and image processing techniques to crack detection and analysis so as to...
| Main Authors: | , , , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/4731/1/BUILDING_CRACK_CHARACTERIZATION_USING_AN_HYBRID_APPROACH.pdf |
| _version_ | 1825644579783704576 |
|---|---|
| author | Salami, Abdulazeez F. Aibinu, Abiodun Musa Shafie, Amir Akramin Salami, Momoh Jimoh Emiyoka Bamgbopa, Ibrahim A. Lawal, Wahab Adetunji |
| author_facet | Salami, Abdulazeez F. Aibinu, Abiodun Musa Shafie, Amir Akramin Salami, Momoh Jimoh Emiyoka Bamgbopa, Ibrahim A. Lawal, Wahab Adetunji |
| author_sort | Salami, Abdulazeez F. |
| collection | IIUM |
| description | Crack can easily be seen on many buildings and along major roads
in developing and developed countries. These cracks come in various
shapes, sizes and orientation. The main objective of this work
is to apply digital signal and image processing techniques to crack
detection and analysis so as to establish a grading system for building
and road cracks automation system. An hybrid technique using
Neural network and Image analysis in determining the size,
width, length, orientation and dimension of crack is hereby proposed.
Preliminary result obtained shows that this technique will
solve the problem of manual screening and analysis of cracks on
roads and buildings, hence an improvement in the efficiency of this
task and a good step in automation of the process. |
| first_indexed | 2024-03-05T22:34:54Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:4731 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T22:34:54Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:47312011-11-21T05:34:20Z http://irep.iium.edu.my/4731/ Building crack characterization using an hybrid approach Salami, Abdulazeez F. Aibinu, Abiodun Musa Shafie, Amir Akramin Salami, Momoh Jimoh Emiyoka Bamgbopa, Ibrahim A. Lawal, Wahab Adetunji T Technology (General) Crack can easily be seen on many buildings and along major roads in developing and developed countries. These cracks come in various shapes, sizes and orientation. The main objective of this work is to apply digital signal and image processing techniques to crack detection and analysis so as to establish a grading system for building and road cracks automation system. An hybrid technique using Neural network and Image analysis in determining the size, width, length, orientation and dimension of crack is hereby proposed. Preliminary result obtained shows that this technique will solve the problem of manual screening and analysis of cracks on roads and buildings, hence an improvement in the efficiency of this task and a good step in automation of the process. 2009 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/4731/1/BUILDING_CRACK_CHARACTERIZATION_USING_AN_HYBRID_APPROACH.pdf Salami, Abdulazeez F. and Aibinu, Abiodun Musa and Shafie, Amir Akramin and Salami, Momoh Jimoh Emiyoka and Bamgbopa, Ibrahim A. and Lawal, Wahab Adetunji (2009) Building crack characterization using an hybrid approach. In: Third International conference on Modeling, Simulation and Applied Optimization ICMSAO, 20-22 January 2009, Sharjah, U.A.E. |
| spellingShingle | T Technology (General) Salami, Abdulazeez F. Aibinu, Abiodun Musa Shafie, Amir Akramin Salami, Momoh Jimoh Emiyoka Bamgbopa, Ibrahim A. Lawal, Wahab Adetunji Building crack characterization using an hybrid approach |
| title | Building crack characterization using an hybrid approach |
| title_full | Building crack characterization using an hybrid approach |
| title_fullStr | Building crack characterization using an hybrid approach |
| title_full_unstemmed | Building crack characterization using an hybrid approach |
| title_short | Building crack characterization using an hybrid approach |
| title_sort | building crack characterization using an hybrid approach |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/4731/1/BUILDING_CRACK_CHARACTERIZATION_USING_AN_HYBRID_APPROACH.pdf |
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