AI SearchAutomated damage detection of buildings from high resolution satellite images case study : (Record no. 10123)
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| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b11885038 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT Thesis no.SR-02-09 |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Trinh Thi Phin |
| 245 10 - TITLE STATEMENT | |
| Title | Automated damage detection of buildings from high resolution satellite images case study : |
| Remainder of title | the 2001 Gujarat, India earthquake |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Bangkok : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2002 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 58 leaves |
| 490 1# - SERIES STATEMENT | |
| Series statement | Thesis ; |
| Volume/sequential designation | no. SR-02-09 |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M. Eng.) - Asian Institute of Technology, 2002 |
| 500 ## - GENERAL NOTE | |
| General note | A thesis submitted in partial fulfillment of requirements for the degree of Master of Engineering, School of Advanced Technologies |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Mapping of the distribution damaged building after earthquake is important to know where is the building that collapsed. Earthquake events are usually of short duration. It is very important to obtain real-time information of building damage in the urban area in order to rescue the people that trapped on the building. In this study, a maximum likelihood classification image is used. An automatic detection method is built for real time monitoring. This method produces distribution map as final output from high- resolution satellite image. Once a high-resolution image obtained after the event, a final output is provided concurrently with existing building damaged situation. At the first stage, a single satellite image is classified to extirpate the extractable classes. Principal component analysis is applied on the image after removing the extractable classes. New image is created by band mathematical operation, which is the division of the first component image to the all band of the image after removing the extractable classes. At the second stage, this new image is classified with the same position of the training data but the classes that correspond to the extractable are pruned. Then, the building damaged level will be presented on the original image. Through this simulation method, damaged buildings are automatically mapped as the presentation of real-time distribution. This method inherits the classification of land cover. This method presents good results for the urban area classes. In particular, the class denoting collapsed buildings agreed well with the actual situation of damaged building, and the application of this method to real-time earthquake disaster management can be expected. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Buildings |
| General subdivision | Earthquake effects |
| Geographic subdivision | India |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Remote sensing images |
| Geographic subdivision | India |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Yamazaki, Fumio, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Yokoyama, Ryuzo, |
| Relator term | Examination committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kusanagi, Michiro, |
| Relator term | Examination Committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Borne, Frederic, |
| Relator term | Examination committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | ASEAN Foundation, |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Thesis ; |
| Volume/sequential designation | no. SR-02-09 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B07519">http://203.159.5.9/ait-thesis/detail.php?q=B07519</a> |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
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| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 17/08/2026 | 50.00 | AIT Thesis no.SR-02-09 | 30050120694285 | 17/08/2026 | 3 | 17/08/2026 | 22-AIT Thesis (Replacement) | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 17/08/2026 | 50.00 | AIT Thesis no.SR-02-09 | 30050120694319 | 17/08/2026 | 4 | 17/08/2026 | 20-AIT Publication | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 17/08/2026 | AIT Thesis no.SR-02-09 | 30050160022892 | 17/08/2026 | 1 | 17/08/2026 | 40-Archives |