HIERARCHICAL REPETITION EXTRACTION FOR BUILDING FAÇADE RECONSTRUCTION FROM OBLIQUE AERIAL IMAGES
In this paper we introduce an approach for automatic recognition and reconstruction of building facade structure from oblique aerial images. Contrast to street-view image oblique aerial image has larger field of view but lower resolution, weaker texture and more noise. To overcome these shortcomings...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2015-05-01
|
| Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Online Access: | http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-4-W5/183/2015/isprsarchives-XL-4-W5-183-2015.pdf |
| _version_ | 1819029088294141952 |
|---|---|
| author | J. Zhang H. Yao W. Jiang X. Shen |
| author_facet | J. Zhang H. Yao W. Jiang X. Shen |
| author_sort | J. Zhang |
| collection | DOAJ |
| description | In this paper we introduce an approach for automatic recognition and reconstruction of building facade structure from oblique aerial images. Contrast to street-view image oblique aerial image has larger field of view but lower resolution, weaker texture and more noise. To overcome these shortcomings, our approach firstly analyses the horizontal distribution density to extract individual facade area from image. Then a hierarchical repetition detection method is employed to partition the facade and recognize structural elements. Finally, the geometry structure of each facade element is reconstructed jointly by all repetitive image tiles. Results show the potentials of the proposed approach. |
| first_indexed | 2024-12-21T06:08:42Z |
| format | Article |
| id | doaj.art-f5552238e22b4d728bb23390cd10acf4 |
| institution | Directory Open Access Journal |
| issn | 1682-1750 2194-9034 |
| language | English |
| last_indexed | 2024-12-21T06:08:42Z |
| publishDate | 2015-05-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| spelling | doaj.art-f5552238e22b4d728bb23390cd10acf42022-12-21T19:13:35ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342015-05-01XL-4/W518318710.5194/isprsarchives-XL-4-W5-183-2015HIERARCHICAL REPETITION EXTRACTION FOR BUILDING FAÇADE RECONSTRUCTION FROM OBLIQUE AERIAL IMAGESJ. Zhang0H. Yao1W. Jiang2X. Shen3State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, 129 Luoyu Rd., Wuhan 430079, ChinaSchool of Educational Information Technology, Central China Normal University, 129 Luoyu Rd., Wuhan 430079, ChinaState Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, 129 Luoyu Rd., Wuhan 430079, ChinaCollaborative Innovation Centre of Geospatial Technology, Wuhan University, 129 Luoyu Rd., Wuhan 430079, ChinaIn this paper we introduce an approach for automatic recognition and reconstruction of building facade structure from oblique aerial images. Contrast to street-view image oblique aerial image has larger field of view but lower resolution, weaker texture and more noise. To overcome these shortcomings, our approach firstly analyses the horizontal distribution density to extract individual facade area from image. Then a hierarchical repetition detection method is employed to partition the facade and recognize structural elements. Finally, the geometry structure of each facade element is reconstructed jointly by all repetitive image tiles. Results show the potentials of the proposed approach.http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-4-W5/183/2015/isprsarchives-XL-4-W5-183-2015.pdf |
| spellingShingle | J. Zhang H. Yao W. Jiang X. Shen HIERARCHICAL REPETITION EXTRACTION FOR BUILDING FAÇADE RECONSTRUCTION FROM OBLIQUE AERIAL IMAGES The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| title | HIERARCHICAL REPETITION EXTRACTION FOR BUILDING FAÇADE RECONSTRUCTION FROM OBLIQUE AERIAL IMAGES |
| title_full | HIERARCHICAL REPETITION EXTRACTION FOR BUILDING FAÇADE RECONSTRUCTION FROM OBLIQUE AERIAL IMAGES |
| title_fullStr | HIERARCHICAL REPETITION EXTRACTION FOR BUILDING FAÇADE RECONSTRUCTION FROM OBLIQUE AERIAL IMAGES |
| title_full_unstemmed | HIERARCHICAL REPETITION EXTRACTION FOR BUILDING FAÇADE RECONSTRUCTION FROM OBLIQUE AERIAL IMAGES |
| title_short | HIERARCHICAL REPETITION EXTRACTION FOR BUILDING FAÇADE RECONSTRUCTION FROM OBLIQUE AERIAL IMAGES |
| title_sort | hierarchical repetition extraction for building facade reconstruction from oblique aerial images |
| url | http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-4-W5/183/2015/isprsarchives-XL-4-W5-183-2015.pdf |
| work_keys_str_mv | AT jzhang hierarchicalrepetitionextractionforbuildingfacadereconstructionfromobliqueaerialimages AT hyao hierarchicalrepetitionextractionforbuildingfacadereconstructionfromobliqueaerialimages AT wjiang hierarchicalrepetitionextractionforbuildingfacadereconstructionfromobliqueaerialimages AT xshen hierarchicalrepetitionextractionforbuildingfacadereconstructionfromobliqueaerialimages |