Call number:
M 20.93922
Description / Table of Contents:
"This fourth edition is focused on the development and implementation of statistically motivated, data-driven techniques through a tight interweaving of statistical and machine learning theory with algorithms and computer codes. The material is self-contained and illustrated with many programming examples. New in the fourth edition is an in-depth treatment of a recent Wishart distribution-based sequential change detection algorithm for polarimetric SAR image time series, as well as an introduction to deep learning in the context of supervised land-use classification. It includes Python (open source) versions of all of the main image analysis algorithms making it accessible to all readers"--
Type of Medium:
Monograph available for loan
Pages:
xxi, 509 Seiten
,
Illustrationen
Edition:
Fourth edition
ISBN:
9781138613225
Language:
English
Location:
Upper compact magazine
Branch Library:
GFZ Library
