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|0 (IdRef)12497449X
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|a Merchant, Fatima A..
|4 pbd.
|e Directeur de la publication
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|a Microscope image processing
|c edited by Fatima A. Merchant,..., Kenneth R. Castleman,....
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|a London ;
|a San Diego, CA ;
|a Cambridge, MA :
|b Elsevier :
|b Academic Press.
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|a Paris :
|b Cyberlibris,
|c 2022.
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|a Couverture (https://static2.cyberlibris.com/books_upload/136pix/9780128210505.jpg).
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|a Bibliogr. en fin de contributions. Index.
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|a L'accès en ligne est réservé aux établissements ou bibliothèques ayant souscrit l'abonnement
|e Cyberlibris
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|a This second edition of Microscope Image Processing introduces the basic fundamentals of image formation in microscopy including the importance of image digitization and display, which are key to quality visualization. Image processing and analysis are discussed in detail to provide readers with the tools necessary to improve the visual quality of images as well as to extract quantitative information. Basic techniques such as image enhancement, filtering, segmentation, object measurement, and pattern recognition cover concepts integral to image processing. In addition, chapters on specific modern microscopy techniques such as fluorescence imaging, multispectral imaging, three-dimensional imaging, and time-lapse imaging introduce these key areas with emphasis on the differences among the various techniques. The new edition discusses recent developments in microscopy such as light sheet microscopy, localization microscopy, and the use of deep learning techniques for image segmentation and analysis with big data image informatics and management
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|b 1. Introduction / Kenneth R. Castelman and Fatima A. Merchant
|b 2. Fundamentals of microscopy / Kenneth R. Castelman and Ian T. Young
|b 3. Image digitization and display / Kenneth R. Castelman
|b 4. Geometric transformations / Kenneth R. Castelman
|b 5. Image enhancement / Yu-Ping Wang, Qiang Wu, and Kenneth R. Castelman
|b 6. Morphological image processing / Roberto A. Lotufo, Romaric Audigier, André V. Saúde, and Rubens C. Machado
|b 7. Image segmentation / Qiang Wu and Kenneth R. Castelman
|b 8. Object measurement / Fatima A. Merchant, Shishir K. Shah, and Kenneth R. Castelman
|b 9. Object classification / Kenneth R. Castelman and Qiang Wu
|b 10. Multispectral fluorescence imaging / Fatima A. Merchant and Ammasi Periasamy
|b 11. Three-dimensional imaging / Fatima A. Merchant and Alberto Diaspro
|b 12. Superresolution image processing / David Mayerich and Ruijiao Sun
|b 13. Localization microscopy / Christian Franke
|b 14. Motion traking and analysis / Erik Meijering, Ihor Smal, Oleh Dzyubachyk, and Jean-Christophe Olivo-Marin
|b 15. Deep learning / David Mayerich, Ruijiao Sun, and Jiaming Guo
|b 16. Image informatics / Kyle I. S. Harrington and Kevin W. Eliceiri
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