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Browsing by Subject "Feedforward neural networks"

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Quest for automated land cover change detection using satellite time series data

Author: Salmon, BP ; Olivier, JC ; Kleynhans, W ; Wessels, Konrad J ; Van den Bergh, F Date: Jul 2009 This paper shows that a feedforward Multilayer Perceptron (MLP) operating over a temporal sliding window of multispectral time series MODerate-resolution Imaging Spectroradiometer (MODIS) satellite data is able to detect land cover change ... Read more
The use of a multilayer perceptron for detecting new human settlements from a time series of MODIS images

Author: Salmon, BP ; Olivier, JC ; Kleynhans, W ; Wessels, Konrad J ; Van den Bergh, F ; Steenkamp, Karen C Date: Dec 2011 This paper presents a novel land cover change detection method that employs a sliding window over hyper-temporal multi-spectral images acquired from the 7 bands of the MODerate-resolution Imaging Spectroradiometer (MODIS) land surface reflectance ... Read more

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Browsing by Subject "Feedforward neural networks"

Browsing by Subject "Feedforward neural networks"

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