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Advanced methods in Remote Sensing

Advanced methods in Remote Sensing
548-0146/01
čeština Advanced methods in Remote Sensing
548-0146/02
angličtina

Summary

The subject introduces the methods for digital processing of remotely sensed imagery. Explanation of concepts data corrections and transformations, methods of image segmentation, image filtration and using edge detectors, methods of image transformation into other coordinate systems, utlization of textural measures, pixel-based and object-based classification, soft classifiers, image spectroscopy, radar and lidar data processing.

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.
CHANG, N.-B., KAIXU, B. Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing. CRC PRESS, S.l., 2020. s. 528. ISBN 978-0-367-57197-9 .

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 .
MOTT, H. Remote sensing with polarimetric radar. IEEE Press ; Wiley-Interscience, 2007. s. 309. ISBN 978-0-470-07476-3 
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 


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Language of instruction čeština, angličtina
Code 548-0146
Abbreviation PMDPZ
Course title Advanced methods in Remote Sensing
Coordinating department Department of Geoinformatics
Course coordinator prof. Ing. Jiří Horák, Dr.