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3 credits
Spring 2024 Lecture Upper DivisionIntroduction to the concepts of remote sensing, image data (multispectral, hyperspectral, LIDAR, microwave, SAR, etc.) generation and analysis. Basic principles of data acquisition and measurement in natural scenes. Fundamentals of multispectral and hyperspectral data analysis for complex scenes. Application of signal/image processing, statistical and computational pattern recognition/classification algorithms to these problems. Spatial image processing methods and algorithms as appropriate to land scene data. Remote sensing applications in Geographic Information Systems (GIS). Practice with analysis of actual aircraft and spacecraft data in a cross-disciplinary environment, utilizing software packages such as MULTISPEC, MATLAB, ERDAS IMAGINE, ENVI and ESRI.
Course ECE 577 from Purdue University - West Lafayette.