GI3401 THERMAL AND HYPERSPECTRAL REMOTE SENSING SYLLABUS | ANNA UNIVERSITY BE GEOINFORMATICS ENGINEERING 7TH SEM SYLLABUS REGULATION 2008 2011 2012-2013 BELOW IS THE ANNA UNIVERSITY SEVENTH SEMESTER BE GEOINFORMATICS ENGINEERING DEPARTMENT SYLLABUS, TEXTBOOKS, REFERENCE BOOKS,EXAM PORTIONS IT IS APPLICABLE FOR ALL STUDENTS ADMITTED IN THE YEAR 2011 2012-2013 (ANNA UNIVERSITY CHENNAI,TRICHY,MADURAI,TIRUNELVELI,COIMBATORE), 2008 REGULATION OF ANNA UNIVERSITY CHENNAI AND STUDENTS ADMITTED IN ANNA UNIVERSITY CHENNAI DURING 2009
GI3401 THERMAL AND HYPERSPECTRAL REMOTE SENSING L T P C
2 0 2 3
OBJECTIVE:
To make the undergraduate students understand principles, processed mad
applications of thermal and hyper spectral remote sensing for earth resources.
UNIT I FUNDAMENTALS 5
Radiation science basics - Thermal radiation principles, thermal interaction behavior of
terrain elements, thermal sensors and specifications – aerial thermal images
UNIT II THERMAL IMAGE AND INTERPRETATION 12
Image character, spatial and radiometry- sources of image degradation –radiometric
and geometric errors and correction – interpretation of thermal image- applications
and case studies.
UNIT III FIELD SPECTROMETRY 6
Diffraction principles- experimental design and instrumentation – factors affecting the
field spectrum – imaging spectrometry – BDRF and hemispherical reflectance -
Sensors and platform systems, including field spectroradiometers – data
characteristics
UNIT IV ANALYSIS 12
Virtual dimentionality-statistics for data reduction - data calibration, normalization –
Hughes phenomenon –MNF transformation – kalman filters- library matching,
spectral angle mapper, BBMLC-spectral mixture analysis – endmember extraction:
PPI, PCA, spectral transformation - data compression
54
UNIT V APPLICATIONS 10
Application to forestry, agriculture, geology, ecology, atmosphere, environmental and
resource management.
L: 30 + P: 15,TOTAL: 45 PERIODS
TEXT BOOKS:
1. John A. Richards and Xiuping Jia , “ Remote sensing digital Image Analysis – an
introduction” Fourth edition, Springer Verlag, 2005.
2. Chein I Chang, “Hyperspectral Imaging: Techniques for Spectral Detection and
Classification”, Kluwer Academic/Plenum Publishers, New York, N.Y., 2003.
(ISBN: 0-306-47483-2)
3. Chein I Chang, “Hyperspectral Data Exploitation: Theory and Applications, Wiley
Inter Science, 2006 (ISBN: 9780470124628 )
REFERENCE:
1. Chein I chang , “Recent advances in hyper spectral signal and image
processing“, Transworld network, 2006 (ISBN: 81-7895-218-1)
WEB REFERENCES:
1. www.oksi.com
2. ccrs.nrcan.gc.ca/optic/hyper
GI3401 THERMAL AND HYPERSPECTRAL REMOTE SENSING L T P C
2 0 2 3
OBJECTIVE:
To make the undergraduate students understand principles, processed mad
applications of thermal and hyper spectral remote sensing for earth resources.
UNIT I FUNDAMENTALS 5
Radiation science basics - Thermal radiation principles, thermal interaction behavior of
terrain elements, thermal sensors and specifications – aerial thermal images
UNIT II THERMAL IMAGE AND INTERPRETATION 12
Image character, spatial and radiometry- sources of image degradation –radiometric
and geometric errors and correction – interpretation of thermal image- applications
and case studies.
UNIT III FIELD SPECTROMETRY 6
Diffraction principles- experimental design and instrumentation – factors affecting the
field spectrum – imaging spectrometry – BDRF and hemispherical reflectance -
Sensors and platform systems, including field spectroradiometers – data
characteristics
UNIT IV ANALYSIS 12
Virtual dimentionality-statistics for data reduction - data calibration, normalization –
Hughes phenomenon –MNF transformation – kalman filters- library matching,
spectral angle mapper, BBMLC-spectral mixture analysis – endmember extraction:
PPI, PCA, spectral transformation - data compression
54
UNIT V APPLICATIONS 10
Application to forestry, agriculture, geology, ecology, atmosphere, environmental and
resource management.
L: 30 + P: 15,TOTAL: 45 PERIODS
TEXT BOOKS:
1. John A. Richards and Xiuping Jia , “ Remote sensing digital Image Analysis – an
introduction” Fourth edition, Springer Verlag, 2005.
2. Chein I Chang, “Hyperspectral Imaging: Techniques for Spectral Detection and
Classification”, Kluwer Academic/Plenum Publishers, New York, N.Y., 2003.
(ISBN: 0-306-47483-2)
3. Chein I Chang, “Hyperspectral Data Exploitation: Theory and Applications, Wiley
Inter Science, 2006 (ISBN: 9780470124628 )
REFERENCE:
1. Chein I chang , “Recent advances in hyper spectral signal and image
processing“, Transworld network, 2006 (ISBN: 81-7895-218-1)
WEB REFERENCES:
1. www.oksi.com
2. ccrs.nrcan.gc.ca/optic/hyper
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