Art

J-GLOBAL ID：201402225057026468   Reference number：14A0962145

Image Classification Using a Mixture of Subspace Models

部分空間モデルの混合による画像分類

Author (2)： TAKAHASHI Takashi (Dep. of Applied Mathematics and Informatics, Ryukoku Univ.) ,  KURITA Takio (Dep. of Information Engineering, Hiroshima Univ.)
Material： IPSJ Transactions on Computer Vision and Applications (Web)  (IPSJ Trans Compt Vis Appl (Web))
Volume： 6  Page： 93-97 (J-STAGE)  Publication year： 2014 
JST Material Number： U0116A  ISSN： 1882-6695  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *space ,  *Cluster Analysis ,  subspace method ,  *classification ,  controlled index term ,  *Discriminant Analysis ,  *accuracy
Semi thesaurus term： *image classification ,  *linear discriminant analysis ,  *feature descriptor ,  *subspace ,  *subspace clustering ,  *classification accuracy

JST classification (2)： Graphic and image processing in general  (JE04010I) ,  Pattern recognition  (JE07000S)

Reference (26)：

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• [2] Sivic, J. and Zisserman, A.: Video Google: A Text Retrieval Approach to Object Matching in Videos, Proc. ICCV'03, Vol.2, pp.1470-1477 (2003).
• [3] Csurka, G., Dance, C.R., Fan, L., Willamowski, J. and Bray, C.: Visual categorization with bags of keypoints, In Workshop on Statistical Learning in Computer Vision, ECCV, pp.1-22 (2004).
• [4] Perronnin, F. and Dance, C.: Fisher Kernels on Visual Vocabularies for Image Categorization, Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR) (2007).
• [5] Perronnin, F., Sanchezz, J. and Mensink, T.: Improving the Fisher Kernel for Large-Scale Image Classification, Proc. European Conference on Computer Vision (ECCV), pp.143-156 (2010).

Terms in the title (3)： 部分空間 ,  モデル ,  画像分類