Presentation | 2012-03-29 A Novel Image Feature Extraction Approach Using Enhanced Edge Information Yinan WANG, Nuo ZHANG, Toshinori WATANABE, Hisashi KOGA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The Local Binary Pattern (LBP) operator is designed for local feature description. In this study we adapt LBP for image matching. The proposed approach performs a modified LBP to extract enhanced edge information, followed by Scale Invariant Feature Transform (SIFT) which matches extracted features. We validated the proposed approach on data with various photography conditions (scale, rotation, blurring, and illumination). The results showed high performance of the proposed approach. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Image matching / local binary pattern (LBP) / Scale Invariant Feature Transform (SIFT) |
Paper # | PRMU2011-240,HIP2011-68 |
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Committee | HIP |
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Conference Date | 2012/3/22(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Human Information Processing (HIP) |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Novel Image Feature Extraction Approach Using Enhanced Edge Information |
Sub Title (in English) | |
Keyword(1) | Image matching |
Keyword(2) | local binary pattern (LBP) |
Keyword(3) | Scale Invariant Feature Transform (SIFT) |
1st Author's Name | Yinan WANG |
1st Author's Affiliation | Graduate School of Information Systems, the University of Electro-Communications() |
2nd Author's Name | Nuo ZHANG |
2nd Author's Affiliation | Graduate School of Information Systems, the University of Electro-Communications |
3rd Author's Name | Toshinori WATANABE |
3rd Author's Affiliation | Graduate School of Information Systems, the University of Electro-Communications |
4th Author's Name | Hisashi KOGA |
4th Author's Affiliation | Graduate School of Information Systems, the University of Electro-Communications |
Date | 2012-03-29 |
Paper # | PRMU2011-240,HIP2011-68 |
Volume (vol) | vol.111 |
Number (no) | 500 |
Page | pp.pp.- |
#Pages | 6 |
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