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J-GLOBAL ID：202002287400201944   Reference number：20A0323238

Image Regularization with Total Variation and Optimized Morphological Gradient Priors

全変動と最適化されたモフォロジー勾配事前分布による画像正則化

Author (4)： OOHARA Shoya (Faculty of Engineering Science, Kansai University) ,  MUNEYASU Mitsuji (Faculty of Engineering Science, Kansai University) ,  YOSHIDA Soh (Faculty of Engineering Science, Kansai University) ,  NAKASHIZUKA Makoto (Faculty of Engineering, Chiba Institute of Technology)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Web)  (IEICE Trans Fundam Electron Commun Comput Sci (Web))
Volume： E102.A  Issue： 12  Page： 1920-1924(J-STAGE)  Publication year： 2019 
JST Material Number： U0466A  ISSN： 1745-1337  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *fluctuation and variation ,  *mathematical transformation ,  *image processing ,  *parameter ,  image restoration ,  morphology ,  genetic algorithm ,  restoration ,  signal processing
Semi thesaurus term： artifact removal ,  *Computational Imaging ,  genetic algorithm approach ,  image recovery ,  morphology ,  *mathematical morphology ,  *regularization parameter ,  *total variation ,  recovery

Author keywords (3)： mathematical morphology ,  image denoising ,  genetic algorithm

JST classification (2)： Graphic and image processing in general  (JE04010I) ,  Theory of computation  (JB02000A)

Reference (10)：

• [1] L. Rudin, S. Osher, and E. Fatemi, “Nonlinear total variation based noise removal algorithm,” Physica D, vol.60, nos.1-4, pp.259-268, Jan. 1992. 10.1016/0167-2789(92)90242-f
• [2] A. Chambolle, “An algorithm for total variation minimization and applications,” J. Math. Imaging Vis., vol.20, no.1-2, pp.89-97, 2004. 10.1023/B:JMIV.0000011325.36760.1e
• [3] K. Kawamura, D. Ishii, and Y. Watanabe, “Fast computation method for total variation minimization,” IEICE Trans. Inf & Syst. (Japanese edition), vol.J93-D, no.3, pp.326-335, March 2010.
• [4] N.Z. Shor, Minimization Methods for Non-Differentiable Functions, Springer-Verlag, Berlin, Heidelberg, 1985. 10.1007/978-3-642-82118-9
• [5] M. Nakashizuka, “Image regularization with higher-order morphological gradient,” Proc. 23rd European Signal Processing Conference (EUSIPCO), pp.1820-1824, Nice, France, Aug.-Sept. 2015. 10.1109/eusipco.2015.7362698

Terms in the title (6)： 全変動 ,  最適化 ,  モフォロジー ,  勾配 ,  事前分布 ,  正則化