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 II

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 $89.00
price for USA in USD
  • ISBN 978-3-030-64559-5
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Softcover $119.99
price for USA in USD
  • ISBN 978-3-030-64558-8
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  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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 118 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 (61 chapters)

Table of contents (61 chapters)
  • Few-Shot Image Recognition with Manifolds

    Pages 3-14

    Das, Debasmit (et al.)

  • A Scale-Aware YOLO Model for Pedestrian Detection

    Pages 15-26

    Yang, Xingyi (et al.)

  • Image Categorization Using Agglomerative Clustering Based Smoothed Dirichlet Mixtures

    Pages 27-38

    Najar, Fatma (et al.)

  • SAT-CNN: A Small Neural Network for Object Recognition from Satellite Imagery

    Pages 39-52

    Barnes, Dustin K. (et al.)

  • Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-Grained Visual Categorization

    Pages 53-65

    Imran, Ashiq (et al.)

Buy this book

eBook $89.00
price for USA in USD
  • ISBN 978-3-030-64559-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-3-030-64558-8
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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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 II
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
12510
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-64559-5
DOI
10.1007/978-3-030-64559-5
Softcover ISBN
978-3-030-64558-8
Edition Number
1
Number of Pages
XXVIII, 777
Number of Illustrations
55 b/w illustrations, 296 illustrations in colour
Topics