Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13485)
Included in the following conference series:
Conference proceedings info: DAGM GCPR 2022.
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About this book
This book constitutes the refereed proceedings of the 44th DAGM German Conference on Pattern Recognition, DAGM GCPR 2022, which was held during September 27 – 30, 2022.
The 37 papers presented in this volume were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: machine learning methods; unsupervised, semi-supervised and transfer learning; interpretable machine learning; low-level vision and computational photography; motion, pose estimation and tracking; 3D vision and stereo; detection and recognition; language and vision; scene understanding; photogrammetry and remote sensing; pattern recognition in the life and natural sciences; systems and applications.
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Keywords
- artificial intelligence
- color image processing
- computer vision
- correlation analysis
- image analysis
- image coding
- image processing
- image quality
- image reconstruction
- image segmentation
- imaging systems
- machine learning
- motion estimation
- neural networks
- object recognition
- pattern recognition
- signal detection
- signal processing
Table of contents (36 papers)
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Front Matter
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Unsupervised, Semi-supervised and Transfer Learning
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Front Matter
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Low-Level Vision and Computational Photography
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Front Matter
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Motion, Pose Estimation and Tracking
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Front Matter
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Editors and Affiliations
Bibliographic Information
Book Title: Pattern Recognition
Book Subtitle: 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27–30, 2022, Proceedings
Editors: Björn Andres, Florian Bernard, Daniel Cremers, Simone Frintrop, Bastian Goldlücke, Ivo Ihrke
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-16788-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-031-16787-4Published: 24 September 2022
eBook ISBN: 978-3-031-16788-1Published: 22 September 2022
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 608
Number of Illustrations: 11 b/w illustrations, 179 illustrations in colour
Topics: Computer Imaging, Vision, Pattern Recognition and Graphics, Artificial Intelligence, Information Systems and Communication Service, Computer System Implementation, Computers and Education