Hybrid Imaging and Visualization - Joseph Awange, Béla Paláncz, Lajos Völgyesi

Hybrid Imaging and Visualization

Employing Machine Learning with Mathematica - Python
Buch | Softcover
XVII, 406 Seiten
2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-26155-9 (ISBN)
181,89 inkl. MwSt
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.

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).

Dimension reduction.- Classification.- Clustering.- Regression.- Neural Networks.

Erscheinungsdatum
Zusatzinfo XVII, 406 p. 521 illus., 456 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 600 g
Themenwelt Naturwissenschaften Geowissenschaften Geografie / Kartografie
Schlagworte Computational algorithms for visualization • computer vision • Convolution Neural Networks • Data Visualization • Hybrid Imaging • Hybrid symbolic-numeric computations • Hybrid visualization • Image Compression • Image Recognition • Laser scanning • Photogrammetry • Remote Sensing/Photogrammetry • Restoration images • symbolic-numeric computation
ISBN-10 3-030-26155-7 / 3030261557
ISBN-13 978-3-030-26155-9 / 9783030261559
Zustand Neuware
Informationen gemäß Produktsicherheitsverordnung (GPSR)
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
über eine faszinierende Welt zwischen Wasser und Land und warum sie …

von Franziska Tanneberger

Buch | Hardcover (2023)
dtv (Verlag)
24,00
Eine Einführung in die spezielle Mineralogie, Petrologie und …

von Martin Okrusch; Hartwig E. Frimmel

Buch | Hardcover (2022)
Springer Spektrum (Verlag)
59,99