Art

J-GLOBAL ID：200902239724839015   Reference number：08A0567745

Local Subspace Classifier with Transform-Invariance for Image Classification

画像分類のための変換不変性による局所的部分空間分類器

Author (1)： HOTTA Seiji (Tokyo Univ. Agriculture and Technol., Koganei-shi, JPN)
Material： IEICE Transactions on Information and Systems (Institute of Electronics, Information and Communication Engineers)  (IEICE Trans Inf Syst (Inst Electron Inf Commun Eng))
Volume： E91-D  Issue： 6  Page： 1756-1763  Publication year： Jun. 01, 2008 
JST Material Number： L1371A  ISSN： 0916-8532  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： classification ,  subspace method ,  invariance ,  image transformation ,  *handwritten character recognition ,  numerical character ,  classifier(sorter) ,  accuracy ,  Euclidean space ,  distance ,  vector(mathematics) ,  color image ,  performance evaluation ,  error rate ,  locality
Semi thesaurus term： *image classification ,  classifier ,  Recognition Accuracy ,  Kernel method

JST classification (1)： Pattern recognition  (JE07000S)

Reference (23)：

• WATANABE, S. Evaluation and selection of variables in pattern recognition. Computer and Information Sciences. 1967, 2, 91-122
• IIJIMA, T. A theory of character recognition by pattern matching method. Proc. 1st Int'l J. Conf. on Pattern Recognition, 1973. 1973, 50-56
• IKEDA, K. Projection distance method for recognition of hand-written characters. J. IPSJ. 1983, 24, 1, 106-112
• OJA, E. Subspace methods of pattern recognition. 1983
• LAAKSONEN, J. Subspace classifiers in recognition of handwritten digits. PhD thesis, Helsinki University of Technology. 1997

Terms in the title (4)： 画像分類 ,  不変性 ,  部分空間 ,  分類器