Reflection decomposition in single images using an optimum thresholding-based method
Traditional methods of separating reflection components have been developed based on multiple images. There are only few methods which are able to use a single image. However, their applicability is limited due to offline setting of its arbitrary parameter. In this study, we propose an effective met...
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| Format: | Article |
| Language: | en |
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Scientific Renaissance
2012
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| Online Access: | http://eprints.utem.edu.my/id/eprint/6541/1/gede.pdf http://eprints.utem.edu.my/id/eprint/6541/ http://sign-ific-ance.co.uk/index.php/JACSTR/article/view/407 |
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| author | Suryana, Nanna Akbar, Habibullah Sahib, Shahrin Pramudya Ananta, Gede Basiron, Halizah |
| author_facet | Suryana, Nanna Akbar, Habibullah Sahib, Shahrin Pramudya Ananta, Gede Basiron, Halizah |
| author_sort | Suryana, Nanna |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Traditional methods of separating reflection components have been developed based on multiple images. There are only few methods which are able to use a single image. However, their applicability is limited due to offline setting of its arbitrary parameter. In this study, we propose an effective method to separate specular components using a single image which based on an optimum thresholding-based technique. This method employs modified specular-free image and selects an optimum value for the offset parameter. In contrast to prior method, the proposed method processes all the steps automatically and produces better performance. Experimental results for inhomogeneous objects demonstrate the promising applicability for real-time implementation. However, this method is unsuitable for objects with strong specular reflection. An extension is suggested to include the specular lobe reflectance into Shafer dichromatic model. |
| format | Article |
| id | my.utem.eprints-6541 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2012 |
| publisher | Scientific Renaissance |
| record_format | eprints |
| spelling | my.utem.eprints-65412023-07-12T15:06:04Z http://eprints.utem.edu.my/id/eprint/6541/ Reflection decomposition in single images using an optimum thresholding-based method Suryana, Nanna Akbar, Habibullah Sahib, Shahrin Pramudya Ananta, Gede Basiron, Halizah Q Science (General) QA Mathematics Traditional methods of separating reflection components have been developed based on multiple images. There are only few methods which are able to use a single image. However, their applicability is limited due to offline setting of its arbitrary parameter. In this study, we propose an effective method to separate specular components using a single image which based on an optimum thresholding-based technique. This method employs modified specular-free image and selects an optimum value for the offset parameter. In contrast to prior method, the proposed method processes all the steps automatically and produces better performance. Experimental results for inhomogeneous objects demonstrate the promising applicability for real-time implementation. However, this method is unsuitable for objects with strong specular reflection. An extension is suggested to include the specular lobe reflectance into Shafer dichromatic model. Scientific Renaissance 2012-11 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/6541/1/gede.pdf Suryana, Nanna and Akbar, Habibullah and Sahib, Shahrin and Pramudya Ananta, Gede and Basiron, Halizah (2012) Reflection decomposition in single images using an optimum thresholding-based method. Journal of Advanced Computer Science and Technology Research, 2 (4). pp. 184-192. ISSN 2231-8275 http://sign-ific-ance.co.uk/index.php/JACSTR/article/view/407 |
| spellingShingle | Q Science (General) QA Mathematics Suryana, Nanna Akbar, Habibullah Sahib, Shahrin Pramudya Ananta, Gede Basiron, Halizah Reflection decomposition in single images using an optimum thresholding-based method |
| title | Reflection decomposition in single images using an optimum thresholding-based method |
| title_full | Reflection decomposition in single images using an optimum thresholding-based method |
| title_fullStr | Reflection decomposition in single images using an optimum thresholding-based method |
| title_full_unstemmed | Reflection decomposition in single images using an optimum thresholding-based method |
| title_short | Reflection decomposition in single images using an optimum thresholding-based method |
| title_sort | reflection decomposition in single images using an optimum thresholding-based method |
| topic | Q Science (General) QA Mathematics |
| url | http://eprints.utem.edu.my/id/eprint/6541/1/gede.pdf http://eprints.utem.edu.my/id/eprint/6541/ http://sign-ific-ance.co.uk/index.php/JACSTR/article/view/407 |
| url_provider | http://eprints.utem.edu.my/ |