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Communications in Computer and Information Science

Computer Analysis of Images and Patterns

CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings

Editors: Vento, M., Percannella, G., Colantonio, S., Giorgi, D., Matuszewski, B.J., Kerdegari, H., Razaak, M. (Eds.)

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eBook 51,16 €
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  • ISBN 978-3-030-29930-9
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  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Softcover 62,39 €
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  • ISBN 978-3-030-29929-3
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  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book constitutes the refereed proceedings of two workshops held at the 18th International Conference on Computer Analysis of Images and Patterns, CAIP 2019, held in Salerno, Italy, in September 2019: First Workshop on Deep-learning based Computer Vision for UAV, DL-UAV 2019, and the First Workshop on Visual Computing and Machine Learning for Biomedical Applications, ViMaBi 2019.

The 12 papers presented in this volume were carefully reviewed and selected from 16 submissions and focus on all aspects of visual computing and machine learning for biomedical applications, and deep-learning based computer vision for UAV.

Table of contents (12 chapters)

Table of contents (12 chapters)
  • Retinal Blood Vessels Segmentation: Improving State-of-the-Art Deep Methods

    Pages 5-16

    Wargnier-Dauchelle, Valentine (et al.)

  • A New Hybrid Method for Gland Segmentation in Histology Images

    Pages 17-27

    Wang, Liyang (et al.)

  • Residual Convolutional Neural Networks to Automatically Extract Significant Breast Density Features

    Pages 28-35

    Lizzi, Francesca (et al.)

  • Combining Convolutional Neural Networks for Multi-context Microcalcification Detection in Mammograms

    Pages 36-44

    Savelli, Benedetta (et al.)

  • Classification of Autism Spectrum Disorder Through the Graph Fourier Transform of fMRI Temporal Signals Projected on Structural Connectome

    Pages 45-55

    Brahim, Abdelbasset (et al.)

Buy this book

eBook 51,16 €
price for Spain (gross)
  • ISBN 978-3-030-29930-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 62,39 €
price for Spain (gross)
  • ISBN 978-3-030-29929-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Computer Analysis of Images and Patterns
Book Subtitle
CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings
Editors
  • Mario Vento
  • Gennaro Percannella
  • Sara Colantonio
  • Daniela Giorgi
  • Bogdan J. Matuszewski
  • Hamideh Kerdegari
  • Manzoor Razaak
Series Title
Communications in Computer and Information Science
Series Volume
1089
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-29930-9
DOI
10.1007/978-3-030-29930-9
Softcover ISBN
978-3-030-29929-3
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XIV, 129
Number of Illustrations
12 b/w illustrations, 48 illustrations in colour
Topics