The use of logistic model tree (LMT) for pixel- and object-based classifications using high-resolution WorldView-2 imagery
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DOI: 10.1080/10106049.2015.1128486
Abstract: Abstract Logistic model tree (LMT), a new method integrating standard decision tree (DT) induction and linear logistic regression algorithm in a single tree, have been recently proposed as an alternative to DT-based learning algorithms. In… read more here.
Keywords: pixel object; logistic model; object based; tree ... See more keywords
Mapping Rural Settlements from Landsat and Sentinel Time Series by Integrating Pixel- and Object-Based Methods
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DOI: 10.3390/land10030244
Abstract: Rural settlements account for 45% of the world’s population and are targeted places for poverty eradication. However, compared to urban footprints, the distribution of rural settlements is not well characterized in most existing land use… read more here.
Keywords: sentinel time; pixel object; rural settlements; landsat sentinel ... See more keywords