Syllabus

Reflectance spectroscopy, dimensionality reduction, feature selection, subspace modelling, endmember extraction, hyperspectral band ratios and vegetation indices, hyperspectral classification methods, target detection, spectral unmixing, spectral libraries, applications of hyperspectral remote sensing