GNR - 803 Satellite Image Analysis Theory

Image modeling, multisensor data fusion, object oriented image analysis, soft computing, image compression, feature selection algorithms, support vector machines, multiresolution image analysis, mathematical morphology, texture analysis, content based image retrieval

  • Text / References:
  • L. Shapiro and G. Stockman, Computer Vision, Prentice-Hall,Englewood Cliffs, 2001
  • Gonzalez, R.C. and Woods, J.W., Digital Image Processing, 3rd ed., Prentice-Hall, NJ, 2008.
  • B. Tso and P.M. Mather, Techniques for Classification of Remotely Sensed Images, John Wiley, New York, 2001
  • R. Schowengerdt, Remote Sensing Models and Methods for Image Processing, Academic Press, Elsevier, 2007
  • J.A. Richards and X. Jia, Remote Sensing Digital Image Analysis, Springer, 2006.
  • P. Soille, Morphological Image Analysis, Springer, Berlin, 1999.
  • S. Mallat, A Wavelet Tour of Signal Processing, Academic Press, Elsevier, 1999.