Image analysis, classification and change detection in remote sensing : with algorithms for Python /
Canty, Morton John,
Image analysis, classification and change detection in remote sensing : with algorithms for Python / by Morton J. Canty. - Fourth edition. - xi, 509 p. : 24 cm .
Includes bibliographical references and index.
"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"--
9781138613225 (hardback : acidfree paper)
2018051975
Remote sensing--Mathematics.
Image analysis--Mathematics.
Image analysis--Data processing.
Python (Computer program language)
G70.4 / .C36 2019
621.3670285
Image analysis, classification and change detection in remote sensing : with algorithms for Python / by Morton J. Canty. - Fourth edition. - xi, 509 p. : 24 cm .
Includes bibliographical references and index.
"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"--
9781138613225 (hardback : acidfree paper)
2018051975
Remote sensing--Mathematics.
Image analysis--Mathematics.
Image analysis--Data processing.
Python (Computer program language)
G70.4 / .C36 2019
621.3670285