TY - BOOK AU - Canty,Morton John TI - Image analysis, classification, and change detection in remote sensing: with algorithms for Python SN - 9781138613225 AV - G70.4 .C36 2019 U1 - 621.3670285 23 PY - 2019///] CY - Boca Raton PB - CRC Press, Taylor & Francis Group KW - Remote sensing KW - Mathematics KW - Image analysis KW - Data processing KW - Python (Computer program language) N1 - Includes bibliographical references and index N2 - "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"-- ER -