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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Pattern Recognition

5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26–29, 2019, Revised Selected Papers, Part I

Editors: Palaiahnakote, S., Sanniti di Baja, G., Wang, L., Yan, W. (Eds.)

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eBook $109.00
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  • ISBN 978-3-030-41404-7
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Softcover $139.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: April 23, 2020
  • ISBN 978-3-030-41403-0
  • Free shipping for individuals worldwide
About this book

This two-volume set constitutes the proceedings of the 5th Asian Conference on ACPR 2019, held in Auckland, New Zealand, in November 2019.
The 9 full papers presented in this volume were carefully reviewed and selected from 14 submissions. They cover topics such as: classification; action and video and motion; object detection and anomaly detection; segmentation, grouping and shape; face and body and biometrics; adversarial learning and networks; computational photography; learning theory and optimization; applications, medical and robotics; computer vision and robot vision; pattern recognition and machine learning; multi-media and signal processing; and interaction.

Table of contents (65 chapters)

Table of contents (65 chapters)
  • Integrating Domain Knowledge: Using Hierarchies to Improve Deep Classifiers

    Pages 3-16

    Brust, Clemens-Alexander (et al.)

  • Label-Smooth Learning for Fine-Grained Visual Categorization

    Pages 17-31

    Mo, Xianjie (et al.)

  • ForestNet – Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees

    Pages 32-45

    Rodríguez-Salas, Dalia (et al.)

  • Clustering-Based Adaptive Dropout for CNN-Based Classification

    Pages 46-58

    Wen, Zhiwei (et al.)

  • Real-Time Detection and Tracking Using Hybrid DNNs and Space-Aware Color Feature: From Algorithm to System

    Pages 61-75

    Feng, Liang (et al.)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-030-41404-7
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: April 23, 2020
  • ISBN 978-3-030-41403-0
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Pattern Recognition
Book Subtitle
5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26–29, 2019, Revised Selected Papers, Part I
Editors
  • Shivakumara Palaiahnakote
  • Gabriella Sanniti di Baja
  • Liang Wang
  • WeiQi Yan
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12046
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-41404-7
DOI
10.1007/978-3-030-41404-7
Softcover ISBN
978-3-030-41403-0
Edition Number
1
Number of Pages
XXV, 931
Number of Illustrations
67 b/w illustrations, 360 illustrations in colour
Topics