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Image Processing, Computer Vision, Pattern Recognition, and Graphics
cover

Pattern Recognition

42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 – October 1, 2020, Proceedings

Editors: Akata, Zeynep, Geiger, Andreas, Sattler, Torsten (Eds.)

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  • ISBN 978-3-030-71278-5
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Softcover 76,95 €
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  • ISBN 978-3-030-71277-8
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About this book

This book constitutes the refereed proceedings of the 42nd German Conference on Pattern Recognition, DAGM GCPR 2020, which took place during September 28 until October 1, 2020. The conference was planned to take place in Tübingen, Germany, but had to change to an online format due to the COVID-19 pandemic.

The 34 papers presented in this volume were carefully reviewed and selected from a total of 89 submissions. They were organized in topical sections named: Normalizing Flow, Semantics, Physics, Camera Calibration and Computer Vision, Pattern Recognition, Machine Learning.

Table of contents (34 chapters)

Table of contents (34 chapters)
  • Characterizing the Role of a Single Coupling Layer in Affine Normalizing Flows

    Pages 1-14

    Draxler, Felix (et al.)

  • Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations

    Pages 15-29

    Losch, Max Maria (et al.)

  • Bias Detection and Prediction of Mapping Errors in Camera Calibration

    Pages 30-43

    Hagemann, Annika (et al.)

  • Learning to Identify Physical Parameters from Video Using Differentiable Physics

    Pages 44-57

    Kandukuri, Rama (et al.)

  • Assignment Flow for Order-Constrained OCT Segmentation

    Pages 58-71

    Sitenko, Dmitrij (et al.)

Buy this book

eBook 60,98 €
price for Spain (gross)
  • ISBN 978-3-030-71278-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 76,95 €
price for Spain (gross)
  • ISBN 978-3-030-71277-8
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Pattern Recognition
Book Subtitle
42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 – October 1, 2020, Proceedings
Editors
  • Zeynep Akata
  • Andreas Geiger
  • Torsten Sattler
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12544
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-71278-5
DOI
10.1007/978-3-030-71278-5
Softcover ISBN
978-3-030-71277-8
Edition Number
1
Number of Pages
XV, 490
Number of Illustrations
13 b/w illustrations
Topics