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Image Analysis and Recognition [electronic resource] : 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24-26, 2020, Proceedings, Part II / edited by Aurélio Campilho, Fakhri Karray, Zhou Wang.

Contributor(s): Campilho, Aurélio [editor.] | Karray, Fakhri [editor.] | Wang, Zhou [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Image Processing, Computer Vision, Pattern Recognition, and Graphics: 12132Publisher: Cham : Springer International Publishing : Imprint: Springer, 2020Edition: 1st ed. 2020.Description: XX, 431 p. 213 illus., 139 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030505165.Subject(s): Database management | Image processing -- Digital techniques | Computer vision | Education -- Data processing | Social sciences -- Data processing | Pattern recognition systems | Machine learning | Database Management System | Computer Imaging, Vision, Pattern Recognition and Graphics | Computers and Education | Computer Application in Social and Behavioral Sciences | Automated Pattern Recognition | Machine LearningAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.7 Online resources: Click here to access online
Contents:
Machine Learning -- Medical Image and Analysis -- Analysis of Histopathology Images -- Diagnosis and Screening of Ophthalmic Diseases -- Grand Challenge on Automatic Lung Cancer Patient Management.
In: Springer Nature eBookSummary: This two-volume set LNCS 12131 and LNCS 12132 constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Recognition, ICIAR 2020, held in Póvoa de Varzim, Portugal, in June 2020. The 54 full papers presented together with 15 short papers were carefully reviewed and selected from 123 submissions. The papers are organized in the following topical sections: image processing and analysis; video analysis; computer vision; 3D computer vision; machine learning; medical image and analysis; analysis of histopathology images; diagnosis and screening of ophthalmic diseases; and grand challenge on automatic lung cancer patient management. Due to the corona pandemic, ICIAR 2020 was held virtually only.
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Machine Learning -- Medical Image and Analysis -- Analysis of Histopathology Images -- Diagnosis and Screening of Ophthalmic Diseases -- Grand Challenge on Automatic Lung Cancer Patient Management.

This two-volume set LNCS 12131 and LNCS 12132 constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Recognition, ICIAR 2020, held in Póvoa de Varzim, Portugal, in June 2020. The 54 full papers presented together with 15 short papers were carefully reviewed and selected from 123 submissions. The papers are organized in the following topical sections: image processing and analysis; video analysis; computer vision; 3D computer vision; machine learning; medical image and analysis; analysis of histopathology images; diagnosis and screening of ophthalmic diseases; and grand challenge on automatic lung cancer patient management. Due to the corona pandemic, ICIAR 2020 was held virtually only.

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