IEICE Trans

Hidemitsu OGAWA

What Can We See behind Sampling Theorems? Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2009/03/01 Vol. E92-A No. 3 pp. 688-695 Type of Manuscript: INVITED PAPER (Special Section on Latest Advances in Fundamental Theories of Signal Processing) Category: Keyword: sampling theorem, inverse problem, image restoration, computerized tomography, supervised learning,
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Constructing Kernel Functions for Binary Regression Masashi SUGIYAMA Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2006/07/01 Vol. E89-D No. 7 pp. 2243-2249 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: supervised learning, regression, kernel methods, kernel functions, Karhunen-Loeve expansion, principal component analysis, binary regression, Gaussian kernel,
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Optimal Sampling Operator for Signal Restoration in the Presence of Signal Space and Observation Space Noises Aqeel SYED Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2005/12/01 Vol. E88-D No. 12 pp. 2828-2838 Type of Manuscript: PAPER Category: Image Processing and Video Processing Keyword: signal restoration, partial projection filter, sampling operator, reproducing kernel, pseudo orthogonal bases,
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Characterization and Implementation of Partial Projection Filter in the Presence of Signal Space Noise Aqeel SYED Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/12/01 Vol. E87-D No. 12 pp. 2837-2844 Type of Manuscript: PAPER Category: Image Processing and Video Processing Keyword: partial projection filter, signal restoration, noise suppression, signal space noise, observation space noise,
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Partial Projection Filter for Signal Restoration in the Presence of Signal Space Noise Aqeel SYED Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/12/01 Vol. E87-D No. 12 pp. 2828-2836 Type of Manuscript: PAPER Category: Image Processing and Video Processing Keyword: partial projection filter, optimal restoration, signal space noise, observation space noise,
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Active Learning with Model Selection -- Simultaneous Optimization of Sample Points and Models for Trigonometric Polynomial Models Masashi SUGIYAMA Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2003/12/01 Vol. E86-D No. 12 pp. 2753-2763 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: supervised learning, generalization capability, active learning, model selection, trigonometric polynomial space,
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Incremental Construction of Projection Generalizing Neural Networks Masashi SUGIYAMA Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2002/09/01 Vol. E85-D No. 9 pp. 1433-1442 Type of Manuscript: PAPER Category: Biocybernetics, Neurocomputing Keyword: generalization capability, incremental learning, pseudo biorthogonal basis (PBOB), projection learning, projection generalizing neural network,
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Active Learning for Optimal Generalization in Trigonometric Polynomial Models Masashi SUGIYAMA Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2001/09/01 Vol. E84-A No. 9 pp. 2319-2329 Type of Manuscript: PAPER Category: Algorithms and Data Structures Keyword: supervised learning, active learning, generalization capability, trigonometric polynomial space, pseudo orthogonal bases,
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Subspace Information Criterion for Image Restoration--Optimizing Parameters in Linear Filters Masashi SUGIYAMA Daisuke IMAIZUMI Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2001/09/01 Vol. E84-D No. 9 pp. 1249-1256 Type of Manuscript: PAPER Category: Image Processing, Image Pattern Recognition Keyword: image restoration, mean squared error, subspace information criterion, moving-average filter, model selection,
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Realization of Admissibility for Supervised Learning Akira HIRABAYASHI Hidemitsu OGAWA Akiko NAKASHIMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2000/05/25 Vol. E83-D No. 5 pp. 1170-1176 Type of Manuscript: PAPER Category: Biocybernetics, Neurocomputing Keyword: supervised learning, generalization, training error, over-fitting, admissibility,
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EPBOBs (Extended Pseudo Biorthogonal Bases) for Signal Recovery Hidemitsu OGAWA Nasr-Eddine BERRACHED
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2000/02/25 Vol. E83-D No. 2 pp. 223-232 Type of Manuscript: PAPER Category: Image Processing, Image Pattern Recognition Keyword: series expansion formula, extended pseudo biorthogonal basis, EPBOB, signal recovery, restoration filter,
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Improving Generalization Ability through Active Learning Sethu VIJAYAKUMAR Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1999/02/25 Vol. E82-D No. 2 pp. 480-487 Type of Manuscript: PAPER Category: Bio-Cybernetics and Neurocomputing Keyword: active learning, wiener optimization criterion, generalization, inverse problem, training data selection,
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Admissibility of Memorization Learning with Respect to Projection Learning in the Presence of Noise Akira HIRABAYASHI Hidemitsu OGAWA Yukihiko YAMASHITA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1999/02/25 Vol. E82-D No. 2 pp. 488-496 Type of Manuscript: PAPER Category: Bio-Cybernetics and Neurocomputing Keyword: feedforward neural network, generalization, training error, over-learning, admissibility,
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Self-Similar Tiling Multiresolution Analysis and Self-Similar Tiling Wavelet Basis Mang LI Hidemitsu OGAWA Issei YAMASAKI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1998/08/25 Vol. E81-A No. 8 pp. 1690-1698 Type of Manuscript: Special Section PAPER (Special Section on Digital Signal Processing) Category: Keyword: multiresolution analysis, wavelet, wavelet basis, self-similar tiling multiresolution analysis, self-similar tiling wavelet basis, self-similar tiling, self-affine tiling, fractal,
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Paley-Wiener Multiresolution Analysis and Paley-Wiener Wavelet Frame Mang LI Hidemitsu OGAWA Yukihiko YAMASHITA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1997/12/25 Vol. E80-A No. 12 pp. 2555-2561 Type of Manuscript: PAPER Category: Digital Signal Processing Keyword: multiresolution analysis, Paley-Wiener multiresolution analysis, wavelet, Paley-Wiener wavelet frame, natural Paley-Wiener wavelet frame, Shannon wavelet basis, Journe-Meyer wavelet basis, dual frame,
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General Frame Multiresolution Analysis and Its Wavelet Frame Representation Mang Ll Hidemitsu OGAWA Yukihiko YAMASHITA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1996/10/25 Vol. E79-A No. 10 pp. 1713-1721 Type of Manuscript: PAPER Category: Digital Signal Processing Keyword: multiresolution analysis, general frame multiresolution analysis, wavelet, GFMRA wavelet frame, generalized affine wavelet frame, frame,
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Extended Pseudo-Biorthogonal Bases of Type O and Type L Nasr-Eddine BERRACHED Hidemitsu OGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1994/03/25 Vol. E77-D No. 3 pp. 299-305 Type of Manuscript: PAPER Category: Image Processing, Computer Graphics and Pattern Recognition Keyword: extended pseudo-biorthogonal basis, EPBOB, EPBOB of type O, EPBOB of type L, pseudo-biorthogonal basis,
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A Theory of Extended Pseudo-Biorthogonal Bases Hidemitsu OGAWA Nasr-Eddine BERRACHED
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1993/08/25 Vol. E76-D No. 8 pp. 890-897 Type of Manuscript: PAPER Category: Image Processing, Computer Graphics and Pattern Recognition Keyword: extended pseudo-biorthogonal basis, EPBOB, biorthonormal basis, pseudo-orthogonal basis, pseudo-biorthogonal basis,
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Principal Component Analysis by Homogeneous Neural Networks, Part : The Weighted Subspace Criterion Erkki OJA Hidemitsu OGAWA Jaroonsakdi WANGVIWATTANA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1992/05/25 Vol. E75-D No. 3 pp. 366-375 Type of Manuscript: PAPER Category: Bio-Cybernetics Keyword: feature extraction, data compression, neural networks, learning algorithms,
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Principal Component Analysis by Homogeneous Neural Networks, Part : Analysis and Extensions of the Learning Algorithms Erkki OJA Hidemitsu OGAWA Jaroonsakdi WANGVIWATTANA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1992/05/25 Vol. E75-D No. 3 pp. 376-382 Type of Manuscript: PAPER Category: Bio-Cybernetics Keyword: feature extraction, data compression, neural networks, learning algorithms,
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Can We Solve the Continuous Karhunen-Loève Eigenproblem from Discrete Data ? Hidemitsu OGAWA Erkki OJA
Publication: IEICE TRANSACTIONS (1976-1990) Publication Date: 1986/09/25 Vol. E69-E No. 9 pp. 1020-1029 Type of Manuscript: PAPER Category: Pattern Recognition and Learning Keyword:
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