Procedural Restoration of Texture and Restructuring Geometry From Facade Image
We present a novel methodology to procedurally restore facade texture from images, where severe occlusions and lighting variations occur, making the textures difficult to reconstruct effectively. A refinement strategy is designed, which includes an iterative weighted-average algorithm, to restore an...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8225622/ |
| _version_ | 1818617896155217920 |
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| author | J. Divya Udayan Hyungseok Kim |
| author_facet | J. Divya Udayan Hyungseok Kim |
| author_sort | J. Divya Udayan |
| collection | DOAJ |
| description | We present a novel methodology to procedurally restore facade texture from images, where severe occlusions and lighting variations occur, making the textures difficult to reconstruct effectively. A refinement strategy is designed, which includes an iterative weighted-average algorithm, to restore and update the high-quality consensus texture of the targeted building. Our approach combines component-based structure analysis and rule-based texture recovery techniques that are suitable for removing the occluded areas from a given building facade. We demonstrate our framework on several real-world buildings with varying amounts of occlusion, and show that our approach can be used to generate 3-D buildings with far more aesthetic quality than the previous approaches. |
| first_indexed | 2024-12-16T17:12:58Z |
| format | Article |
| id | doaj.art-4b6a0ee9fd954ea69941753714b3b252 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-16T17:12:58Z |
| publishDate | 2018-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-4b6a0ee9fd954ea69941753714b3b2522022-12-21T22:23:22ZengIEEEIEEE Access2169-35362018-01-0162645265310.1109/ACCESS.2017.27847988225622Procedural Restoration of Texture and Restructuring Geometry From Facade ImageJ. Divya Udayan0https://orcid.org/0000-0002-5821-5835Hyungseok Kim1School of Information Technology and Engineering, VIT University, Vellore, IndiaDepartment of Software, Konkuk University, Seoul, South KoreaWe present a novel methodology to procedurally restore facade texture from images, where severe occlusions and lighting variations occur, making the textures difficult to reconstruct effectively. A refinement strategy is designed, which includes an iterative weighted-average algorithm, to restore and update the high-quality consensus texture of the targeted building. Our approach combines component-based structure analysis and rule-based texture recovery techniques that are suitable for removing the occluded areas from a given building facade. We demonstrate our framework on several real-world buildings with varying amounts of occlusion, and show that our approach can be used to generate 3-D buildings with far more aesthetic quality than the previous approaches.https://ieeexplore.ieee.org/document/8225622/3D reconstructionfeature extractionimage processingimage texture analysis |
| spellingShingle | J. Divya Udayan Hyungseok Kim Procedural Restoration of Texture and Restructuring Geometry From Facade Image IEEE Access 3D reconstruction feature extraction image processing image texture analysis |
| title | Procedural Restoration of Texture and Restructuring Geometry From Facade Image |
| title_full | Procedural Restoration of Texture and Restructuring Geometry From Facade Image |
| title_fullStr | Procedural Restoration of Texture and Restructuring Geometry From Facade Image |
| title_full_unstemmed | Procedural Restoration of Texture and Restructuring Geometry From Facade Image |
| title_short | Procedural Restoration of Texture and Restructuring Geometry From Facade Image |
| title_sort | procedural restoration of texture and restructuring geometry from facade image |
| topic | 3D reconstruction feature extraction image processing image texture analysis |
| url | https://ieeexplore.ieee.org/document/8225622/ |
| work_keys_str_mv | AT jdivyaudayan proceduralrestorationoftextureandrestructuringgeometryfromfacadeimage AT hyungseokkim proceduralrestorationoftextureandrestructuringgeometryfromfacadeimage |