Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: All-Russian Conference Spatial Data Processing for Monitoring of Natural and Anthropogenic Processes; 29 August 2017 through 31 August 2017; 29 August 2017 through 31 August 2017
Год издания: 2017
Ключевые слова: Classification, Gaussian processes, Landsat, Regression, Remote sensing of the earth
Аннотация: An algorithm for classifying crops using Gauss processes was developed to analyze the time series of the vegetative index NDVI from Landsat 8 data. The algorithm uses a regression with zero mean and square exponential core. A classification procedure is described and an example of the recognition of species of cultures is given. ThПоказать полностьюe estimation of the accuracy of the determination of cultures by the developed classifier is given.
Журнал: CEUR Workshop Proceedings
Выпуск журнала: Vol. 2033
Номера страниц: 225-230
ISSN журнала: 00132851
Издатель: CEUR-WS