COLOR TEXTONS FOR BUILDING DETECTION
Textons are known to be powerful operators in capturing textural properties of image regions. This paper proposes a new method to consistently combine structural cues as well as color information in an unified framework of color textons. They are used as features to detect buildings from optical ima...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2012-09-01
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| Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Online Access: | https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XXXVIII-4-W19/97/2011/isprsarchives-XXXVIII-4-W19-97-2011.pdf |
| _version_ | 1818298507096752128 |
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| author | R. Hänsch O. Hellwich |
| author_facet | R. Hänsch O. Hellwich |
| author_sort | R. Hänsch |
| collection | DOAJ |
| description | Textons are known to be powerful operators in capturing textural properties of image regions. This paper proposes a new method to consistently combine structural cues as well as color information in an unified framework of color textons. They are used as features to detect buildings from optical imagery. Despite the simple classification algorithm, presented results are promising and show the usefulness of the proposed feature operator in remote sensing applications. |
| first_indexed | 2024-12-13T04:36:25Z |
| format | Article |
| id | doaj.art-5f5db61cf5284a26a96076e6fc24942d |
| institution | Directory Open Access Journal |
| issn | 1682-1750 2194-9034 |
| language | English |
| last_indexed | 2024-12-13T04:36:25Z |
| publishDate | 2012-09-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| spelling | doaj.art-5f5db61cf5284a26a96076e6fc24942d2022-12-21T23:59:25ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342012-09-01XXXVIII-4-W199710010.5194/isprsarchives-XXXVIII-4-W19-97-2011COLOR TEXTONS FOR BUILDING DETECTIONR. Hänsch0O. Hellwich1Technische Universit¨at Berlin Computer Vision and Remote Sensing; FR3-1 Franklinstr. 28/29; 10587 Berlin, GermanyTechnische Universit¨at Berlin Computer Vision and Remote Sensing; FR3-1 Franklinstr. 28/29; 10587 Berlin, GermanyTextons are known to be powerful operators in capturing textural properties of image regions. This paper proposes a new method to consistently combine structural cues as well as color information in an unified framework of color textons. They are used as features to detect buildings from optical imagery. Despite the simple classification algorithm, presented results are promising and show the usefulness of the proposed feature operator in remote sensing applications.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XXXVIII-4-W19/97/2011/isprsarchives-XXXVIII-4-W19-97-2011.pdf |
| spellingShingle | R. Hänsch O. Hellwich COLOR TEXTONS FOR BUILDING DETECTION The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| title | COLOR TEXTONS FOR BUILDING DETECTION |
| title_full | COLOR TEXTONS FOR BUILDING DETECTION |
| title_fullStr | COLOR TEXTONS FOR BUILDING DETECTION |
| title_full_unstemmed | COLOR TEXTONS FOR BUILDING DETECTION |
| title_short | COLOR TEXTONS FOR BUILDING DETECTION |
| title_sort | color textons for building detection |
| url | https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XXXVIII-4-W19/97/2011/isprsarchives-XXXVIII-4-W19-97-2011.pdf |
| work_keys_str_mv | AT rhansch colortextonsforbuildingdetection AT ohellwich colortextonsforbuildingdetection |