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Image Processing, Computer Vision, Pattern Recognition, and Graphics
cover

Advances in Visual Computing

15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part I

Editors: Bebis, G., Yin, Z., Kim, E., Bender, J., Subr, K., Kwon, B.C., Zhao, J., Kalkofen, D., Baciu, G. (Eds.)

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eBook 82,38 €
price for Spain (gross)
  • ISBN 978-3-030-64556-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 101,91 €
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About this book

This two-volume set of LNCS 12509 and 12510 constitutes the refereed proceedings of the 15th International Symposium on Visual Computing, ISVC 2020, which was supposed to be held in San Diego, CA, USA in October 2020, took place virtually instead due to the COVID-19 pandemic.

The 114 full and 4 short papers presented in these volumes were carefully reviewed and selected from 175 submissions. The papers are organized into the following topical sections:

Part I: deep learning; segmentation; visualization; video analysis and event recognition; ST: computational bioimaging; applications; biometrics; motion and tracking; computer graphics; virtual reality; and ST: computer vision advances in geo-spatial applications and remote sensing

Part II: object recognition/detection/categorization; 3D reconstruction; medical image analysis; vision for robotics; statistical pattern recognition; posters


Table of contents (57 chapters)

Table of contents (57 chapters)
  • Regularization and Sparsity for Adversarial Robustness and Stable Attribution

    Pages 3-14

    Schwartz, Daniel (et al.)

  • Self-Competitive Neural Networks

    Pages 15-26

    Saberi, Iman (et al.)

  • A Novel Contractive GAN Model for a Unified Approach Towards Blind Quality Assessment of Images from Heterogeneous Sources

    Pages 27-38

    Lu, Tan (et al.)

  • Nonconvex Regularization for Network Slimming: Compressing CNNs Even More

    Pages 39-53

    Bui, Kevin (et al.)

  • Biologically Inspired Sleep Algorithm for Variational Auto-Encoders

    Pages 54-67

    Talafha, Sameerah (et al.)

Buy this book

eBook 82,38 €
price for Spain (gross)
  • ISBN 978-3-030-64556-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 101,91 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Visual Computing
Book Subtitle
15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part I
Editors
  • George Bebis
  • Zhaozheng Yin
  • Edward Kim
  • Jan Bender
  • Kartic Subr
  • Bum Chul Kwon
  • Jian Zhao
  • Denis Kalkofen
  • George Baciu
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12509
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-64556-4
DOI
10.1007/978-3-030-64556-4
Softcover ISBN
978-3-030-64555-7
Edition Number
1
Number of Pages
XXXVI, 745
Number of Illustrations
44 b/w illustrations, 1 illustrations in colour
Topics