Keywords:
Geographic information systems.
;
Image processing Digital techniques.
;
Computer vision.
;
Geophysics.
;
Solar system.
;
Geographical Information System.
;
Computer Imaging, Vision, Pattern Recognition and Graphics.
;
Geophysics.
;
Space Physics.
Description / Table of Contents:
Dimension reduction -- Classification -- Clustering -- Regression -- Neural Networks.
Abstract:
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.
Type of Medium:
Online Resource
Pages:
XVII, 406 p. 521 illus., 456 illus. in color.
,
online resource.
Edition:
1st ed. 2020.
ISBN:
9783030261535
URL:
https://doi.org/10.1007/978-3-030-26153-5
DOI:
10.1007/978-3-030-26153-5
DDC:
910.285
Language:
English
Permalink
