Save today: Get 40% off titles in Popular Science!

Hybrid Imaging and Visualization

Employing Machine Learning with Mathematica - Python

Authors: Awange, Joseph, Palancz, Bela, Völgyesi, Lajos

Free Preview
  • A pioneering book on hybrid methods applied to imaging and visualization
  • Offers simple presentation of the methods, understandable to wide readership
  • Associated algorithms deposited on iCloud
see more benefits

Buy this book

eBook $129.00
price for Brazil
  • ISBN 978-3-030-26153-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $169.99
price for Brazil
Softcover $119.99
price for Brazil
About this book

The book introduces the latest methods and algorithms developed in machine and deep learning (hybrid symbolic-numeric computations, robust statistical techniques for clustering and eliminating data as well as convolutional neural networks) dealing not only with images and the use of computers, but also their applications to visualization tasks generalized by up-to-date points of view. Associated algorithms are deposited on iCloud.

About the authors

Professor Joseph Awange joined the Department of Spatial Sciences (Curtin University, Australia) in 2006 under a Curtin Research Fellowship and concurrently undertook the prestigious Alexander von Humboldt (AvH) Fellowship at the Geodetic Institute (Karlsruhe Institute of Technology, Germany) having been awarded the Australian 2008-2011 Ludwig Leichhardt Memorial Fellowship for experienced researchers. In 2015, he won all the three major Fellowship Awards: Alexander von Humboldt (Germany), Japan Society of Promotion of Science (Japan) and Brazil Frontier of Science (Brazil) to carry out research in those countries. At Curtin University, he is currently engaged in teaching and research having attracted more than $1.5M worth of research grants. He obtained his BSc and MSc degrees in Surveying from the University of Nairobi (Kenya), and was also awarded a merit scholarship by the German Academic Exchange Program (DAAD), which facilitated his obtaining a second MSc degree and PhD in Geodesy at Stuttgart University (Germany). In 2002-2004, he was awarded the prestigious Japan Society for Promotion of Science (JSPS) Fellowship to pursue postdoctoral research at Kyoto University (Japan). Prof Awange attained International Editorial role in Springer Earth Science Books and has authored 11 scholarly books with the prestigious Springer publishers and more than 130 peer-reviewed high impact journal publications (in e,g., Remote Sensing of Environment, Journal of Climate, Climatic Change, Advances in Water Resources, International Journal of Climatology, and Journal of Hydrology among others).

Table of contents (5 chapters)

Table of contents (5 chapters)

Buy this book

eBook $129.00
price for Brazil
  • ISBN 978-3-030-26153-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $169.99
price for Brazil
Softcover $119.99
price for Brazil
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Hybrid Imaging and Visualization
Book Subtitle
Employing Machine Learning with Mathematica - Python
Authors
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-26153-5
DOI
10.1007/978-3-030-26153-5
Hardcover ISBN
978-3-030-26152-8
Softcover ISBN
978-3-030-26155-9
Edition Number
1
Number of Pages
XVII, 406
Number of Illustrations
65 b/w illustrations, 456 illustrations in colour
Topics