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| Field |
Value |
| Title: | Region Description Using Extended Local Ternary Patterns |
| Authors: | Liao, Wen-hung
廖文宏 |
| Contributors: | 資科系 |
| Date: | 2010 |
| Issue Date: | 2015-06-17 16:38:24 (UTC+8) |
| Abstract: | The local binary pattern (LBP) operator is a computationally efficient local texture descriptor and has found many useful applications. However, its sensitivity to noise and the high dimensionality of histogram associated with a mediocre size neighborhood have raised some concerns. In this paper, we attempt to improve the original LBP by proposing a novel extension named extended local ternary pattern (ELTP). We will investigate the characteristics of ELTP in terms of noise sensitivity, discriminability and computational efficiency. Preliminary experimental results have shown better efficacy of ELTP over the original LBP. |
| Relation: | International Conference on Pattern Recognition - ICPR , pp. 1003-1006 |
| Data Type: | conference |
| DOI: | http://dx.doi.org/10.1109/ICPR.2010.251 |
| DCField |
Value |
Language |
| dc.contributor (Contributor) | 資科系 | - |
| dc.creator (Authors) | Liao, Wen-hung | - |
| dc.creator (Authors) | 廖文宏 | - |
| dc.date (Date) | 2010 | - |
| dc.date.accessioned | 2015-06-17 16:38:24 (UTC+8) | - |
| dc.date.available | 2015-06-17 16:38:24 (UTC+8) | - |
| dc.date.issued (Issue Date) | 2015-06-17 16:38:24 (UTC+8) | - |
| dc.identifier.uri (URI) | http://nccur.lib.nccu.edu.tw/handle/140.119/75911 | - |
| dc.description.abstract (Abstract) | The local binary pattern (LBP) operator is a computationally efficient local texture descriptor and has found many useful applications. However, its sensitivity to noise and the high dimensionality of histogram associated with a mediocre size neighborhood have raised some concerns. In this paper, we attempt to improve the original LBP by proposing a novel extension named extended local ternary pattern (ELTP). We will investigate the characteristics of ELTP in terms of noise sensitivity, discriminability and computational efficiency. Preliminary experimental results have shown better efficacy of ELTP over the original LBP. | - |
| dc.format.extent | 130 bytes | - |
| dc.format.mimetype | text/html | - |
| dc.relation (Relation) | International Conference on Pattern Recognition - ICPR , pp. 1003-1006 | - |
| dc.title (Title) | Region Description Using Extended Local Ternary Patterns | - |
| dc.type (Data Type) | conference | en |
| dc.identifier.doi (DOI) | 10.1109/ICPR.2010.251 | - |
| dc.doi.uri | http://dx.doi.org/10.1109/ICPR.2010.251 | - |
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