DYNAMIC TIME WARPING FOR CROPS MAPPING

Dynamic Time Warping (DTW) has been successfully used for crops mapping due to its capability to achieve good classification results when a reduced number of training samples and irregular satellite image time series is available. Despite its recognized advantages, DTW does not account for the durat...

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Bibliographic Details
Main Authors: M. Belgiu, Y. Zhou, M. Marshall, A. Stein
Format: Article
Language:English
Published: Copernicus Publications 2020-08-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B3-2020/947/2020/isprs-archives-XLIII-B3-2020-947-2020.pdf