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自己組織化マップ(SOM)によるモザイク顔画像認識
http://hdl.handle.net/10458/347
http://hdl.handle.net/10458/347b74c0837-25d3-4ed2-8793-cae7b4983db2
名前 / ファイル | ライセンス | アクション |
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KJ00002428268.pdf (667.2 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2007-06-28 | |||||
タイトル | ||||||
言語 | ja | |||||
タイトル | 自己組織化マップ(SOM)によるモザイク顔画像認識 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Mosaic Face Image Recoginition by Kohanen's Self Organizing Maps | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Neural network, Self-organizing-maps, Face image recognition, Mosaic | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
その他(別言語等)のタイトル | ||||||
その他のタイトル | ジコ ソシキカ マップ (SOM) ニ ヨル モザイク カオ ガゾウ ニンシキ | |||||
言語 | ja-Kana | |||||
著者 |
山森, 一人
× 山森, 一人× 平山, 政宏× 吉原, 郁夫× Hirayama, Masahiro |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Abstract In recent years, identification of persons becomes very important for security. Password has been generally used for this identification, however, persons sometimes forget their password, and sometimes it is stolen. Therefore a new technology is required for robust identification. In this paper, we use mosaic face images to recognize persons by self organizing map (SOM) proposed by Kohonen. In addition we evaluate the SOM based recognition by using of Euclid distance and city block distance. The SOM with the Euclid distance succeeded complete recognition, and the one with the city block distance achieved 96.7% recognition ratio. |
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言語 | en | |||||
書誌情報 |
ja : 宮崎大学工学部紀要 en : Memoirs of Faculty of Engineering, University of Miyazaki 巻 33, p. 349-354, 発行日 2004-10 |
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出版者 | ||||||
言語 | ja | |||||
出版者 | 宮崎大学工学部 | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | Faculty of Engineering, University of Miyazaki | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 05404924 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA00732558 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 |