Get 40% off select Statistics books or choose from thousands of Archive eBooks at 9.99 each!

Image Processing, Computer Vision, Pattern Recognition, and Graphics

Image Analysis and Recognition

14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5–7, 2017, Proceedings

Editors: Karray, Fakhri, Campilho, Aurélio, Cheriet, Farida (Eds.)

Free Preview

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-59876-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-319-59875-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the thoroughly refereed proceedings of the 14th International Conference on Image Analysis and Recognition, ICIAR 2017, held in Montreal, QC, Canada, in July 2017.

The 73 revised full papers presented were carefully reviewed and selected from 133 submissions. The papers are organized in the following topical sections: machine learning in image recognition; machine learning for medical image computing; image enhancement and reconstruction; image segmentation; motion and tracking; 3D computer vision; feature extraction; detection and classification; biomedical image analysis; image analysis in ophthalmology; remote sensing; applications.

Table of contents (73 chapters)

Table of contents (73 chapters)
  • A Weight-Selection Strategy on Training Deep Neural Networks for Imbalanced Classification

    Pages 3-10

    Sze-To, Antonio (et al.)

  • End-to-End Deep Learning for Driver Distraction Recognition

    Pages 11-18

    Koesdwiady, Arief (et al.)

  • Deep CNN with Graph Laplacian Regularization for Multi-label Image Annotation

    Pages 19-26

    Mojoo, Jonathan (et al.)

  • Transfer Learning Using Convolutional Neural Networks for Face Anti-spoofing

    Pages 27-34

    Lucena, Oeslle (et al.)

  • Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach

    Pages 35-42

    Ma, Avery (et al.)

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-59876-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-319-59875-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Image Analysis and Recognition
Book Subtitle
14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5–7, 2017, Proceedings
Editors
  • Fakhri Karray
  • Aurélio Campilho
  • Farida Cheriet
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10317
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-59876-5
DOI
10.1007/978-3-319-59876-5
Softcover ISBN
978-3-319-59875-8
Edition Number
1
Number of Pages
XVII, 673
Number of Illustrations
293 b/w illustrations
Topics