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ファジィニューラルネットワークを用いた手書き曲線同定法FSCIの学習最適化
http://hdl.handle.net/10258/129
http://hdl.handle.net/10258/1295ca33275-a87d-4fbe-a99f-bbc322dbdcdd
名前 / ファイル | ライセンス | アクション |
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50_irai01.pdf (539.3 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||||||||
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公開日 | 2007-06-07 | |||||||||||
タイトル | ||||||||||||
言語 | en | |||||||||||
タイトル | Training of the Freehand Curve Identifier FSCI Using a Fuzzy Neural Network | |||||||||||
タイトル | ||||||||||||
言語 | ja | |||||||||||
タイトル | ファジィニューラルネットワークを用いた手書き曲線同定法FSCIの学習最適化 | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
キーワード | ||||||||||||
言語 | ja | |||||||||||
主題Scheme | Other | |||||||||||
主題 | 手書き描画 | |||||||||||
キーワード | ||||||||||||
言語 | ja | |||||||||||
主題Scheme | Other | |||||||||||
主題 | パターン認識 | |||||||||||
キーワード | ||||||||||||
言語 | ja | |||||||||||
主題Scheme | Other | |||||||||||
主題 | ヒューマンインタフェース | |||||||||||
キーワード | ||||||||||||
言語 | ja | |||||||||||
主題Scheme | Other | |||||||||||
主題 | ファジィシステム | |||||||||||
キーワード | ||||||||||||
言語 | ja | |||||||||||
主題Scheme | Other | |||||||||||
主題 | ニューラルネットワーク | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | freehand drawing | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | pattern recognition | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | human interface | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | fuzzy system | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | neural network | |||||||||||
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 | |||||||||||
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 | |||||||||||
著者 |
佐賀, 聡人
× 佐賀, 聡人
WEKO
9534
× 森, さおり× 山口, 徹 |
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室蘭工業大学研究者データベースへのリンク | ||||||||||||
佐賀 聡人(SAGA Sato) | ||||||||||||
http://rdsoran.muroran-it.ac.jp/html/100000133_ja.html | ||||||||||||
抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | This paper demonstrates effectiveness of training of Fuzzy Spline Curve Identifier (FSCI) using a fuzzy neural network. FSCI was proposed as a primitive curve identification system designed to establish a general-purpose freehand interface for computer aided drawing (CAD) systems. It succeeded in distinguishing a freehand drawing into seven kinds of primitive curves which are indispensable for use in CAD. The key was the introduction of a fuzzy reasoning which embodied a strategy to try to find the simplest primitive curves in drawing. A trainable version of FSCI was then proposed, by introducing a structured fuzzy neural network, in order that it would acquire learning ability to adapt itself to individual drawing manner. This paper sets up some experiment on FSCI and demonstrates the effectiveness of the training by evaluating curve class recognition rates. Furthermore, through some considerations on a concrete example of the training, it shows that the introduced fuzzy neural network is informative for us to analyze users' drawing manner and also the identification characteristics of FSCI. | |||||||||||
言語 | en | |||||||||||
書誌情報 |
ja : 室蘭工業大学紀要 en : Memoirs of the Muroran Institute of Technology 巻 50, p. 1-7, 発行日 2000-11-30 |
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注記 | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | 特集 : 「産業におけるソフトコンピューティングに関する国際会議'99」発表論文選集 | |||||||||||
言語 | ja | |||||||||||
出版者 | ||||||||||||
言語 | ja | |||||||||||
出版者 | 室蘭工業大学 | |||||||||||
論文ID(NAID) | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | NAID | |||||||||||
関連識別子 | 110000076542 | |||||||||||
日本十進分類法 | ||||||||||||
主題Scheme | NDC | |||||||||||
主題 | 007 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | PISSN | |||||||||||
収録物識別子 | 13442708 | |||||||||||
書誌レコードID | ||||||||||||
収録物識別子タイプ | NCID | |||||||||||
収録物識別子 | AA11175464 | |||||||||||
権利 | ||||||||||||
言語 | ja | |||||||||||
権利情報 | © 2000 室蘭工業大学 | |||||||||||
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 | |||||||||||
フォーマット | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | application/pdf |