A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy

Abstract : Microscopy imaging, including fluorescence microscopy and electron microscopy, has taken a prominent role in life science research and medicine due to its ability to investigate the 3D interior of live cells and organisms. A long-term research in bio-imaging at the sub-cellular and cellular scales consists then in inferring the relationships between the dynamics of macromolecules and their functions. In this area, image processing and analysis methods are now essential to understand the dynamic organization of groups of interacting molecules inside molecular machineries and to address issues in fundamental biology driven by advances in molecular biology, optics and technology. In this paper, we present recent advances in fluorescence and electron microscopy and we focus on dedicated image processing and analysis methods required to quantify phenotypes for a limited number but typical studies in cell imaging.
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IEEE Selected Topics in Signal Processing, IEEE Signal Processing Society, 2016, 10 (2), pp.6-30. 〈10.1109/JSTSP.2015.2505402〉
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Soumis le : vendredi 10 juin 2016 - 17:37:13
Dernière modification le : mercredi 11 avril 2018 - 01:53:48

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Charles Kervrann, Carlos Oscar Sorzano, Scott Acton, Jean-Christophe Olivo-Marin, Michael Unser. A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy. IEEE Selected Topics in Signal Processing, IEEE Signal Processing Society, 2016, 10 (2), pp.6-30. 〈10.1109/JSTSP.2015.2505402〉. 〈hal-01246375〉

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