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  • 10:29 PM, Sunday, 20 Sep 2020


Course Postgraduate
Semester Electives
Subject Code ESG665
Subject Title Hyperspectral Image Processing and Analysis

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

 

Text Books
  1. Hyperspectral Remote Sensing by Michael T Eismann, SPIE, 2012 
  2. Hyperspectral Data Exploitation: Theory and Applications by Chein-I Chang,Wiley& Sons Ltd. 2007
  3. Techniques and Applications of Hyperspectral Image Analysis by Hans F. Grahn and Paul Geladi, Wiley & Sons Ltd.
References