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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Pattern Recognition and Computer Vision

First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part II

Editors: Lai, J.-H., Liu, C.-L., Chen, X., Zhou, J., Tan, T., Zheng, N., Zha, H. (Eds.)

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eBook $79.99
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  • ISBN 978-3-030-03335-4
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  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-03334-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

The four-volume set LNCS 11056, 110257, 11258, and 11073 constitutes the refereed proceedings of the First Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2018, held in Guangzhou, China, in November 2018.

The 179 revised full papers presented were carefully reviewed and selected from 399 submissions. The papers have been organized in the following topical sections:
Part I: Biometrics, Computer Vision Application. Part II: Deep Learning. Part III: Document Analysis, Face Recognition and Analysis, Feature Extraction and Selection, Machine Learning. Part IV: Object Detection and Tracking, Performance Evaluation and Database, Remote Sensing.

Table of contents (45 chapters)

Table of contents (45 chapters)
  • An Interpretation of Forward-Propagation and Back-Propagation of DNN

    Xie, Guotian (et al.)

    Pages 3-15

  • Multi-attention Guided Activation Propagation in CNNs

    He, Xiangteng (et al.)

    Pages 16-27

  • GAN and DCN Based Multi-step Supervised Learning for Image Semantic Segmentation

    Fang, Jie (et al.)

    Pages 28-40

  • Predicting Aesthetic Radar Map Using a Hierarchical Multi-task Network

    Jin, Xin (et al.)

    Pages 41-50

  • Blind Image Quality Assessment via Deep Recursive Convolutional Network with Skip Connection

    Yan, Qingsen (et al.)

    Pages 51-61

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-03335-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-03334-7
  • 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 Computer Vision
Book Subtitle
First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part II
Editors
  • Jian-Huang Lai
  • Cheng-Lin Liu
  • Xilin Chen
  • Jie Zhou
  • Tieniu Tan
  • Nanning Zheng
  • Hongbin Zha
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11257
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-03335-4
DOI
10.1007/978-3-030-03335-4
Softcover ISBN
978-3-030-03334-7
Edition Number
1
Number of Pages
XVI, 518
Number of Illustrations
82 b/w illustrations, 214 illustrations in colour
Topics