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Feature-Based Image Analysis for Classification of Echocardiographic Images
http://hdl.handle.net/10191/6553
http://hdl.handle.net/10191/6553307260e2-04b0-4334-85e5-0d180bae5cb5
名前 / ファイル | ライセンス | アクション |
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e78-a_5_589.pdf (594.0 kB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2008-08-12 | |||||
タイトル | ||||||
タイトル | Feature-Based Image Analysis for Classification of Echocardiographic Images | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Feature-Based Image Analysis for Classification of Echocardiographic Images | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | medical image processig | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | pattern matching | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | computer-aided diagnosis | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | echocardiographic images | |||||
資源タイプ | ||||||
資源 | http://purl.org/coar/resource_type/c_6501 | |||||
タイプ | journal article | |||||
著者 |
Tsai, Du-Yih
× Tsai, Du-Yih× Tomita, Masaaki |
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著者別名 | ||||||
識別子 | 6234 | |||||
識別子Scheme | WEKO | |||||
姓名 | 蔡, 篤儀 | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In this letter the classification of echocardiographic images is studied by making use of some texture features, including the angular second moment, the contrast, the correlation, and the entropy which are obtained from a gray-level cooccurrence matrix. Features of these types are used to classify two sets of echocardiographic images-normal and abnormal (cardiomyopathy) hearts. A minimum distance classifier and evaluation indexes are employed to evaluate the performance of these features. Implementation of our algorithm is performed on a PC-386 personal computer and produces about 87% correct classification for the two sets of echocardiographic images. Our preliminary results suggest that this method of feature-based image analysis has potential use for computer-aided diagnosis of heart diseases. | |||||
書誌情報 |
IEICE transactions on fundamentals of electronics, communications and computer sciences en : IEICE transactions on fundamentals of electronics, communications and computer sciences 巻 E78-A, 号 5, p. 589-593, 発行日 1995-05 |
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出版者 | ||||||
出版者 | The Institute of Electronics, Information and Communication Engineers | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 09168508 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA10826239 | |||||
権利 | ||||||
権利情報 | copyright©1995 IEICE | |||||
著者版フラグ | ||||||
値 | publisher | |||||
異版である | ||||||
関連タイプ | isVersionOf | |||||
識別子タイプ | URI | |||||
関連識別子 | http://www.ieice.org/jpn/trans_online/ |