Hyperspectral Thermal Image Unmixing
Learn how to spectrally unmix thermal images. Quickly understand spectral unmixing on thermal images
This remote sensing online course is a selection of video notes crafted to present to you the use of the spectral unmixing process on thermal images.
Initially, some thermal imaging concepts are presented along with the concepts of spectral mixing and unmixing.
We have also included a set of notes that act as a guide to apply spectral unmixing on MODIS thermal images.
More analytically, the ENVI software was used to create the guide.
Lesson 1: Thermal Theory Concepts
Lesson 2: Thermal Hyperspectral Images
Lesson 3: Spectral Mixing
Lesson 4: Spectral Unmixing
Lesson 5: Endmember Extraction Algorithms
Lesson 6: Abundance Estimation Algorithms
Lesson 7: Application of the Unmixing Process on MODIS Thermal Data
Lesson 8: Conclusions and Concerns
Lesson 9: MODIS Dataset used for the exercise
Lesson 10: Step-by-step Guide in ENVI software
Basic thermal theory concepts
Application of spectral unmixing on thermal data
Practically none. Just passion to learn new concepts
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