The effect of imposing ‘fractional abundance constraints’ onto the multilayer perceptron for sub-pixel land cover classification

Heremans, Stien; Suykens, Johan; Van Orshoven, Jos

doi:10.1016/j.jag.2015.09.007

The effect of imposing ‘fractional abundance constraints’ onto the multilayer perceptron for sub-pixel land cover classification

Author:

Heremans, Stien

Suykens, Johan ; Van Orshoven, Jos

Keywords:

SISTA, Science & Technology, Technology, Remote Sensing, Fractional abundance constraints, Softmax, Multilayer perceptron, Sub-pixel land cover, CONJUGATE-GRADIENT ALGORITHM, NDVI TIME-SERIES, NEURAL-NETWORKS, MIXTURE ANALYSIS, VECTOR, TREE, INFORMATION, PERFORMANCE, REGRESSION, CROPLAND, 0406 Physical Geography and Environmental Geoscience, 0909 Geomatic Engineering, Geological & Geomatics Engineering, 3709 Physical geography and environmental geoscience, 4013 Geomatic engineering, 4104 Environmental management