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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Pattern Recognition and Information Forensics

ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers

Editors: Zhang, Z., Suter, D., Tian, Y., Branzan Albu, A., Sidere, N., Jair Escalante, H. (Eds.)

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  • ISBN 978-3-030-05792-3
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Softcover $59.99
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  • ISBN 978-3-030-05791-6
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About this book

This book constitutes the refereed post-conference proceedings of 3 workshops, held at the 24th International Conference on Pattern Recognition, Beijing, China, in August 2018: the Third International Workshop on Computer Vision for Analysis of Underwater Imagery, CVAUI 2018, the 7th International Workshop on Computational Forensics, IWCF 2018, and the International Workshop on Multimedia Information Processing for Personality and Social Networks Analysis, MIPPSNA 2018.The 16 full papers presented in this book were carefully reviewed and selected from 23 submissions. CVAUI Workshop: The analysis of underwater imagery imposes a series of unique challenges, which need to be tackled by the computer vision community in collaboration with biologists and ocean scientists. IWCF Workshop: With the advent of high-end technology, fraudulent efforts are on rise in many areas of our daily life, may it be fake paper documents, forgery in the digital domain or copyright infringement. In solving the related criminal cases use of pattern recognition (PR) principles is also gaining an important place because of their ability in successfully assisting the forensic experts to solve many of such cases. MIPPSNA Workshop: Its goal is to compile the latest research advances on the analysis of multimodal information for facing problems that are not visually obvious, this is, problems for which the sole visual analysis is insufficient to provide a satisfactory solution.

Table of contents (16 chapters)

Table of contents (16 chapters)
  • Deep Active Learning for In Situ Plankton Classification

    Bochinski, Erik (et al.)

    Pages 5-15

  • Marine Snow Removal Using a Fully Convolutional 3D Neural Network Combined with an Adaptive Median Filter

    Koziarski, Michał (et al.)

    Pages 16-25

  • Strategies for Tackling the Class Imbalance Problem in Marine Image Classification

    Langenkämper, Daniel (et al.)

    Pages 26-36

  • An Online Platform for Underwater Image Quality Evaluation

    Li, Chau Yi (et al.)

    Pages 37-44

  • Tracking Sponge Size and Behaviour with Fixed Underwater Observatories

    Möller, Torben (et al.)

    Pages 45-54

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-05792-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-030-05791-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Pattern Recognition and Information Forensics
Book Subtitle
ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers
Editors
  • Zhaoxiang Zhang
  • David Suter
  • Yingli Tian
  • Alexandra Branzan Albu
  • Nicolas Sidere
  • Hugo Jair Escalante
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11188
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-05792-3
DOI
10.1007/978-3-030-05792-3
Softcover ISBN
978-3-030-05791-6
Edition Number
1
Number of Pages
XXIV, 179
Number of Illustrations
20 b/w illustrations, 67 illustrations in colour
Topics