Z0014 Remote sensing digital image processing

Faculty of Science
Spring 2000
Extent and Intensity
0/2/0. 3 credit(s). Type of Completion: z (credit).
Teacher(s)
prof. RNDr. Petr Dobrovolný, CSc. (seminar tutor)
Guaranteed by
doc. RNDr. Stanislav Řehák, CSc.
Department of Geography – Earth Sciences Section – Faculty of Science
Contact Person: prof. RNDr. Petr Dobrovolný, CSc.
Prerequisites (in Czech)
Z0008 Remote sensing
Course Enrolment Limitations
The course is also offered to the students of the fields other than those the course is directly associated with.
fields of study / plans the course is directly associated with
Syllabus
Seminar no. 1 Basic properties of the digital image Seminar no. 2 Pre procesing methods Seminar no. 3 Methods of multispectral image enhancement I. -Radiometric operations, contrast stretching Seminar no. 4 Methods of multispectral image enhancements II. - filtering Seminar no. 5 Methods of multispectral image enhancements III. - multi channel manipulation Seminar no. 6 Suppervised classification of multispectral image I. Principles of spectral signatures, training sites Seminar no. 7 Suppervised classification of multispectral image II. Per-pixel classificators Seminar no. 8 Unsuppervised classification of multispectral image cluster analysis,ISODATA, K-MEANS algorithms Seminar no. 9 Non convential methods of digital image classification - Fuzzy logic, neural networks, textural classicications Seminar no. 10 RADAR images - Principles of of digital processing, filtering, textural analysis Seminar no. 11 Imaging spectrometry - Principles of digital processing of hyperspectral data, spectral libraries, endmembers, mixing, unmixing Seminar no. 12 Change detection algorithms
Literature
  • DOBROVOLNÝ, Petr. Dálkový průzkum Země. Digitální zpracování obrazu. 1. vyd. Brno: Masarykova univerzita, 1998, 208 s. ISBN 8021018127. info
  • LILLESAND, Thomas M. and Ralph W. KIEFER. Remote sensing and image interpretation. 3rd ed. New York: John Wiley & Sons, 1994, xvi, 750. ISBN 0471577839. info
  • CAMPBELL, James B. Introduction to remote sensing. New York: Guilford Press, 1987, xxiv, 551. ISBN 0-89862-776-1. info
Language of instruction
Czech
Further Comments
The course is taught every week.
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