Art

J-GLOBAL ID：200902227151381037   Reference number：09A0216463

Image Restoration of the Natural Image under Spatially Correlated Noise

空間相関雑音下の自然画像の画像再生

Author (3)： TSUZURUGI Jun (Okayama Univ. Sci., Okayama-shi, JPN) ,  TSUZURUGI Jun (Kyoto Univ., Kyoto-shi, JPN) ,  EIHO Shigeru (Kyoto Coll. of Graduate Studies for Informatics, Kyoto-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： 3  Page： 853-861  Publication year： Mar. 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 ,  image ,  correlation ,  *correlation noise ,  Bayes estimation ,  pixel ,  independency ,  symmetry ,  normal distribution ,  characterization ,  stochastic model ,  Fourier transformation ,  system characteristic ,  parameter estimation ,  image distortion ,  estimation ,  noise characteristic ,  error (measure) ,  error estimates ,  error of mean square ,  mathematical model
Semi thesaurus term： natural image ,  space correlation ,  mean square error

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

Reference (12)：

• MORINA, R. On the hierarchical Bayesian approach to image restoration : Application to astronomical images. IEEE Trans. Pattern Anal. Mach. Intell. 1994, 16, 11, 1122-1128
• MORINA, R. Bayesian and regularization methods for hyperparameter estimation in image restoration. IEEE Trans. Image Process. 1999, 8, 2, 231-245
• INOUE, J. Dynamics of the maximum marginal likelihood hyper-parameter estimation in image restoration : Gradient descent versus expectation and maximization algorithm. Phys. Rev. E. 2002, 65, "016125-1"-"016125-11"
• NISHIMORI, H. Statistical mechanics of image restoration and error-correcting codes. Phys. Rev. E. 1999, 60, 1, 132-144
• TANAKA, K. Maximum likelihood hyperparameter estimation for solvable Markov random field model in image restoration. IEICE Trans. Inf. & Syst., D. 2002, E85, 3, 546-557

Terms in the title (3)： 相関雑音 ,  自然画像 ,  画像再生