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Advanced Methods of Remote Sensing

Advanced Methods of Remote Sensing
548-0950/01
čeština Advanced Methods of Remote Sensing
548-0950/02
angličtina

Summary

The course extends knowledge of remote sensing. It is focused on radiometric and atmospherical corrections, advanced methods of image filtration and utilization of derived indicators such as local textural measures, image segmentation methods, Fourier transformation, Hough transformation, advanced methods of clasification suitable for contemporary data with high resolution (object-oriented and neural clasifications, using SVM), image spectroscopy, radar systems, and lidar.

Literature

LIU J.G, MASON P.J. Image Processing and GIS for Remote Sensing. Willey, 2016. ISBN 9781118724200 
LILLESAND T., KIEFER R., CHIPMAN J. Remote sensing and image interpretation. Wiley, 2015, 736 stran. ISBN: 978-1-118-34328-9 
BLASCHKE, T., LANG, S., HAY, G. (Eds.). Object-Based Image Analysis. Springer Lecture Notes in Geoinformation and Cartography, 2008, XVII, 817 p.
GRUBESIC, T.H., NELSON, J.R., 2020. UAVs and urban spatial analysis: an introduction. Springer, Cham. S. 206. ISBN 978-3-030-35865-5 .

Advised literature

SMITH, R. B. Analyzing hyperspectral data. Microimages, Inc., 2013. Dostupné na https://www.microimages.com/documentation/Tutorials/hypanly.pdf
RICHARDS, J.A. Remote Sensing with Imaging Radar. Springer Verlag, 2009. ISBN: 3642020194 .
CHUVIECO, E. Fundamentals of satellite remote sensing: an environmental approach, Second edition. ed. CRC Press, Taylor & Francis Group, Boca Raton, 2016. S. 468. ISBN 978-1-4987-2805-8 
MOTT, H. Remote sensing with polarimetric radar. IEEE Press ; Wiley-Interscience, 2007. s. 309. ISBN 978-0-470-07476-3 


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Language of instruction čeština, angličtina
Code 548-0950
Abbreviation PMDPZ
Course title Advanced Methods of Remote Sensing
Coordinating department Department of Geoinformatics
Course coordinator prof. Ing. Jiří Horák, Dr.