Browsing Research Articles (Electrical, Electronic and Computer Engineering) by Subject "Satellite"

Browsing Research Articles (Electrical, Electronic and Computer Engineering) by Subject "Satellite"

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  • Unsupervised land cover change detection : meaningful sequential time series analysis 
    Salmon, Brian Paxton; Olivier, Jan Corne; Wessels, K.J. (Konrad); Kleynhans, Waldo; Van den Bergh, Frans; Steenkamp, Karen C. (Institute of Electrical and Electronics Engineers, 2011-06)
    An automated land cover change detection method is proposed that uses coarse spatial resolution hyper-temporal earth observation satellite time series data. The study compared three different unsupervised clustering ...
  • The use of a multilayer perceptron for detecting new human settlements from a time series of MODIS images 
    Salmon, Brian Paxton; Olivier, Jan Corne; Kleynhans, Waldo; Wessels, K.J. (Konrad); Van den Bergh, Frans; Steenkamp, Karen C. (Elsevier, 2011-12)
    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) ...