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This course provides an in-depth examination
of advanced remote sensing methodologies and applications including
hyper-spectral analysis, soft image classification, monitoring and change
detection. In this course emphasis is given to the use of these methods in the
environmental geo-sciences and their role in problem solving based series
of project-based case studies and labs.
Geography 466/566 is a prerequisite for this class.
COURSE SCHEDULE
Week
Topic
1 Current
Application Trends
2 Sensing
in the Temporal Domain
3
Monitoring and Change Detection
Exam 1
4 Soft
Classification Concepts
5 Fuzzy
Classification and Dempster-Shafer Theory
6 Neural Network
Classification
Exam 2
7
Hyper-spectral Remote Sensing
8 Imaging
Spectrometry
9 Spectral
Processing Basics
10 Hyper-spectral
Analysis
Final Exam
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