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J-GLOBAL ID：200902232978304753   Reference number：09A1016229

Image Restoration Using a Universal GMM Learning and Adaptive Wiener Filter

ユニバーサルGMM学習と適応Wienerフィルタを使用した画像再生

Author (3)： YAMANE Nobumoto (Okayama Univ., Okayama-shi, JPN) ,  TABUCHI Motohiro (Okayama Univ., Okayama-shi, JPN) ,  MORIKAWA Yoshitaka (Okayama Univ., Okayama-shi, JPN)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Institute of Electronics, Information and Communication Engineers)  (IEICE Trans Fundam Electron Commun Comput Sci (Inst Electron Inf Commun Eng))
Volume： E92-A  Issue： 10  Page： 2560-2571  Publication year： Oct. 01, 2009 
JST Material Number： F0699C  ISSN： 0916-8508  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *image reproduction ,  *Wiener filter ,  Gaussian model ,  locality ,  adaptive filter ,  deconvolution ,  DCT ,  point spread function ,  image blur ,  modeling ,  filtering ,  Computer Simulation ,  Learning ,  Gaussian process ,  noise reduction ,  digital image ,  SN ratio ,  computer application ,  utilization
Semi thesaurus term： Gaussian mixture model ,  stochastic learning ,  PSNR

JST classification (1)： Graphic and image processing in general  (JE04010I)

Reference (27)：

• PRATT, W. K. Digital Image Processing. 2001
• PORTILLA, J. Image denoising using scale mixture of Gaussian in the wavelet domain. IEEE Trans. Image Process. 2003, 12, 11, 1338-1351
• YAMANE, N. Optimal noise removal using an adaptive wiener filter based on a locally stationary Gaussian mixture distribution model for images. Electron Commun. Jpn. 3, Fundam. Electron. Sci. 2004, 87, 1, 49-60
• ZHU, D. An adaptive algorithm for image restoration using combined penalty functions. Pattern Recognit. Lett. 2006, 27, 12, 1336-1341
• CHANTAS, G. K. Bayesian restoration using a new nonstationary edge-preserving image prior. IEEE Trans. Image Process. 2006, 15, 10, 2987-2997

Terms in the title (5)： GMM ,  学習 ,  適応 ,  Wienerフィルタ ,  画像再生