AI Dataset for Road Detection using KOMPSAT Images
Information on shape and type of road present in an optical image of satellite is useful for digital mapping and monitoring of road changes. Processing and structuring optical image data collected from payloads mounted on KOMPSAT 3 and 3A can accelerate the development of road detection algorithms a...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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GeoAI Data Society
2022-03-01
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| Series: | Geo Data |
| Subjects: | |
| Online Access: | http://geodata.kr/upload/pdf/geo-4-1-43.pdf |
| _version_ | 1797690052804870144 |
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| author | Hoonhee Lee Han Oh |
| author_facet | Hoonhee Lee Han Oh |
| author_sort | Hoonhee Lee |
| collection | DOAJ |
| description | Information on shape and type of road present in an optical image of satellite is useful for digital mapping and monitoring of road changes. Processing and structuring optical image data collected from payloads mounted on KOMPSAT 3 and 3A can accelerate the development of road detection algorithms and the extraction of road information using them. In particular, if it is built with a learning dataset for AI (Artificial Intelligence) prepared to apply deep learning technology, the latest artificial intelligence technology in the field of computer science can be spun off to the field of satellite image-based road detection to attempt a wide range of analysis. Korea Aerospace Research Institute constructed an image dataset for AI learning using satellite optical images with Korean companies, and this paper explains the type and size of datasets along with examples of the use of the dataset. The established data can be used through the website, aihub.or.kr. |
| first_indexed | 2024-03-12T01:54:00Z |
| format | Article |
| id | doaj.art-327e805a36bb44f6b3a0f42d77d61508 |
| institution | Directory Open Access Journal |
| issn | 2713-5004 |
| language | English |
| last_indexed | 2024-03-12T01:54:00Z |
| publishDate | 2022-03-01 |
| publisher | GeoAI Data Society |
| record_format | Article |
| series | Geo Data |
| spelling | doaj.art-327e805a36bb44f6b3a0f42d77d615082023-09-08T07:05:24ZengGeoAI Data SocietyGeo Data2713-50042022-03-0141434810.22761/DJ2022.4.1.00560AI Dataset for Road Detection using KOMPSAT ImagesHoonhee Lee0Han Oh1Satellite Application Division, Korea Aerospace Research Institute, Daejeon 34133, Republic of KoreaSatellite Application Division, Korea Aerospace Research Institute, Daejeon 34133, Republic of KoreaInformation on shape and type of road present in an optical image of satellite is useful for digital mapping and monitoring of road changes. Processing and structuring optical image data collected from payloads mounted on KOMPSAT 3 and 3A can accelerate the development of road detection algorithms and the extraction of road information using them. In particular, if it is built with a learning dataset for AI (Artificial Intelligence) prepared to apply deep learning technology, the latest artificial intelligence technology in the field of computer science can be spun off to the field of satellite image-based road detection to attempt a wide range of analysis. Korea Aerospace Research Institute constructed an image dataset for AI learning using satellite optical images with Korean companies, and this paper explains the type and size of datasets along with examples of the use of the dataset. The established data can be used through the website, aihub.or.kr.http://geodata.kr/upload/pdf/geo-4-1-43.pdfdatasetroad detectionroad segmentationsatellite imageartificial intelligence |
| spellingShingle | Hoonhee Lee Han Oh AI Dataset for Road Detection using KOMPSAT Images Geo Data dataset road detection road segmentation satellite image artificial intelligence |
| title | AI Dataset for Road Detection using KOMPSAT Images |
| title_full | AI Dataset for Road Detection using KOMPSAT Images |
| title_fullStr | AI Dataset for Road Detection using KOMPSAT Images |
| title_full_unstemmed | AI Dataset for Road Detection using KOMPSAT Images |
| title_short | AI Dataset for Road Detection using KOMPSAT Images |
| title_sort | ai dataset for road detection using kompsat images |
| topic | dataset road detection road segmentation satellite image artificial intelligence |
| url | http://geodata.kr/upload/pdf/geo-4-1-43.pdf |
| work_keys_str_mv | AT hoonheelee aidatasetforroaddetectionusingkompsatimages AT hanoh aidatasetforroaddetectionusingkompsatimages |