Image Processing, Computer Vision, Pattern Recognition, and Graphics

Pattern Recognition

39th German Conference, GCPR 2017, Basel, Switzerland, September 12–15, 2017, Proceedings

Editors: Roth, Volker, Vetter, Thomas (Eds.)

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  • ISBN 978-3-319-66709-6
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About this book

This book constitutes the refereed proceedings of the 39th German Conference on Pattern Recognition, GCPR 2017, held in  Basel, Switzerland, in September 2017.The 33 revised full papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on biomedical image processing and analysis; classification and detection; computational photography;  image and video processing; machine learning and pattern recognition; mathematical foundations, statistical data analysis and models; motion and segmentation; pose, face and gesture; reconstruction and depth;  and tracking.

Table of contents (33 chapters)

Table of contents (33 chapters)
  • A Quantitative Assessment of Image Normalization for Classifying Histopathological Tissue of the Kidney

    Pages 3-13

    Gadermayr, Michael (et al.)

  • Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection

    Pages 17-28

    Kluger, Florian (et al.)

  • Learning Where to Drive by Watching Others

    Pages 29-40

    Bautista, Miguel A. (et al.)

  • Learning Dilation Factors for Semantic Segmentation of Street Scenes

    Pages 41-51

    He, Yang (et al.)

  • Learning to Filter Object Detections

    Pages 52-62

    Prokudin, Sergey (et al.)

Buy this book

eBook $64.99
price for USA in USD
  • ISBN 978-3-319-66709-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Softcover $84.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Pattern Recognition
Book Subtitle
39th German Conference, GCPR 2017, Basel, Switzerland, September 12–15, 2017, Proceedings
Editors
  • Volker Roth
  • Thomas Vetter
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10496
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-66709-6
DOI
10.1007/978-3-319-66709-6
Softcover ISBN
978-3-319-66708-9
Edition Number
1
Number of Pages
XVI, 428
Number of Illustrations
159 b/w illustrations
Topics