Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12131)
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.
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Table of contents (36 papers)
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Image Processing and Analysis
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Video Analysis
Other volumes
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Image Analysis and Recognition
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Image Analysis and Recognition
Keywords
- computer vision
- 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
- computer systems
- engineering
- image analysis
- image processing
- image quality
- image segmentation
- mathematics
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.
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 I
Editors: Aurélio Campilho, Fakhri Karray, Zhou Wang
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-50347-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-50346-8Published: 19 June 2020
eBook ISBN: 978-3-030-50347-5Published: 18 June 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 435
Number of Illustrations: 94 b/w illustrations, 160 illustrations in colour
Topics: Image Processing and Computer Vision, Information Systems and Communication Service, Systems and Data Security, Computer System Implementation, Special Purpose and Application-Based Systems, Computer Communication Networks