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Image Retrieval By Local Contrast Patterns and Color Histogram
http://hdl.handle.net/2237/10434
http://hdl.handle.net/2237/10434e1e2d089-f577-4742-819e-172b6cb21769
名前 / ファイル | ライセンス | アクション |
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Item type | 会議発表論文 / Conference Paper(1) | |||||
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公開日 | 2008-08-22 | |||||
タイトル | ||||||
タイトル | Image Retrieval By Local Contrast Patterns and Color Histogram | |||||
言語 | en | |||||
著者 |
Bashar, M.K.
× Bashar, M.K.× Ohnishi, N. |
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アクセス権 | ||||||
アクセス権 | open access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | retrieval | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | local contrast patterns | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | texture | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | color histogram | |||||
抄録 | ||||||
内容記述 | Despite simplicity of the Local binary patterns(LBP) or local edge patterns(LEP)for texture description, they do not always convey complex pattern information. Hence we propose a new descriptor called Local Contrast Patterns(LCP), which encode the joint diffefrence distribution of patterns (edges, points, blobs) attributed by multi-order image derivatives. While a suitable derivative appears sufficient for texture representation, we proposed two simple algorithms that combines nine dirrectional derivatives through local bit frequency and contrast-ratio maximization. Global RGB color histogram is then combined with the proposed LCP for color-texture retrieval. Experiments with the grayscale (Brodatz album) and color-texture (MIT VisTex) databases show very impressive outcomes by the proposed approach. | |||||
言語 | en | |||||
内容記述タイプ | Abstract | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | INTELLIGENT MEDIA INTEGRATION NAGOYA UNIVERSITY / COE | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源 | http://purl.org/coar/resource_type/c_5794 | |||||
タイプ | conference paper | |||||
書誌情報 |
en : 4th Symposium on "Intelligent Media Integration for Social Information Infrastructure" December 7-8, 2006 p. 55-56, 発行日 2006-12 |
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フォーマット | ||||||
application/pdf | ||||||
著者版フラグ | ||||||
値 | publisher | |||||
URI | ||||||
識別子 | http://hdl.handle.net/2237/10434 | |||||
識別子タイプ | HDL |