Art

J-GLOBAL ID：201902286138769468   Reference number：19A0929634

An Inspirational Collaboration between Measurements, Mathematical Modeling and Data Science for Image Analysis

計測,モデル,データ科学はどのように協調できるか?

Author (1)： TOKUNAGA TERUMASA (九州工業大学大学院情報工学研究院)
Material： 計測と制御  (Journal of the Society of Instrument and Control Engineers)
Volume： 58  Issue： 3  Page： 166-170(J-STAGE)  Publication year： 2019 
JST Material Number： F0131A  ISSN： 0453-4662  CODEN： KESEA  Document type： Article
Article type： 解説  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *measurement ,  *model ,  *Science ,  image processing ,  *Machine Learning ,  neuroscience ,  inference ,  *deep learning ,  Bayesian reasoning
Semi thesaurus term： imaging ,  *deep learning ,  *data science ,  Bayesian inference

Author keywords (6)： データ科学 ,  機械学習 ,  ベイズ推論 ,  data science ,  machine learning ,  Bayesian inferences

JST classification (2)： Artificial intelligence  (JE08000Z) ,  Graphic and image processing in general  (JE04010I)

Reference (11)：

• 1) A. Doucet, N. J. Gordon, and V. Krishnamurthy: Particle Filters for State Estimation of Jump Markov Linear Systems, IEEE Transact. Signal Process., 49-3, 613/624 (2001)
• 2) Z. Khan, T. Balch, and F. Dellaert: An Mcmc-Based Particle Filter for Tracking Multiple Interacting Targets, LNCS, 3024, 279/290 (2004)
• 3) I. Smal, E. Meijering, K. Draegestein, N. Galjart, I. Grigoriev, A. Akhmanova, van M. E. Royen, A. B. Houtsmuller, and W. Niessen: Multiple Object Tracking in Molecular Bioimaging by Rao-Blackwellized Marginal Particle Filtering, Medi. Image Anal., 12-6, 764/777 (2008)
• 4) I. Smal, K. Draegestein, N. Galjart, W. Niessen, and E. Meijering: Particle Filtering for Multiple Object Tracking in Dynamic Fluorescence Microscopy Images: Application to Microtubule Growth Analysis, IEEE Transact. Med. Imag., 27-6, 789/804 (2008)
• 5) T. Tokunaga, O. Hirose, S. Kawaguchi, Y. Toyoshima, T. Teramoto, H. Ikebata, S. Kuge, T. Ishihara, Y. Iino, and R. Yoshida: Automated Detection and Tracking of Many Cells by Using 4d Live-Cell Imaging Data, Bioinformatics., 30-12, i43/i51 (2014)

Terms in the title (4)： 計測 ,  モデル ,  科学 ,  協調