Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12132)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
Conference proceedings info: ICIAR 2020.
Buy print copy
About this book
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.
Similar content being viewed by others
Keywords
- image and video coding
- image retrieval and indexing
- video processing and analysis
- machine learning
- object detection
- object classification
- object recognition
- deep learning
- convolutional neural networks
- biomedical image analysis
- biometrics
- remote sensing
- image processing
- image analysis
- computer vision
- machine learning applications
- databases
- education
- pattern recognition
- signal processing
Table of contents (37 papers)
-
Front Matter
-
Machine Learning
-
Front Matter
-
-
Medical Image Analysis
-
Front Matter
-
Other volumes
-
Image Analysis and Recognition
-
Image Analysis and Recognition
Editors and Affiliations
Bibliographic Information
Book Title: Image Analysis and Recognition
Book Subtitle: 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24–26, 2020, Proceedings, Part II
Editors: Aurélio Campilho, Fakhri Karray, Zhou Wang
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-50516-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-50515-8Published: 20 June 2020
eBook ISBN: 978-3-030-50516-5Published: 19 June 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 431
Number of Illustrations: 74 b/w illustrations, 139 illustrations in colour
Topics: Information Systems and Communication Service, Computer Imaging, Vision, Pattern Recognition and Graphics, Computers and Education, Computer Applications, Pattern Recognition, Machine Learning