Format:
1 Online-Ressource(XX, 431 p. 213 illus., 139 illus. in color.)
Edition:
1st ed. 2020.
ISBN:
9783030505165
Series Statement:
Image Processing, Computer Vision, Pattern Recognition, and Graphics 12132
Content:
Machine Learning -- Medical Image and Analysis -- Analysis of Histopathology Images -- Diagnosis and Screening of Ophthalmic Diseases -- Grand Challenge on Automatic Lung Cancer Patient Management.
Content:
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.
Additional Edition:
ISBN 9783030505158
Additional Edition:
ISBN 9783030505172
Additional Edition:
Erscheint auch als Druck-Ausgabe ICIAR (17. : 2020 : Online) Image analysis and recognition ; Part 2 Cham : Springer, 2020 ISBN 9783030505158
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783030505172
Language:
English
Keywords:
Bildverarbeitung
;
Computervision
;
Maschinelles Lernen
;
Bildgebendes Verfahren
;
Konferenzschrift
DOI:
10.1007/978-3-030-50516-5
