Certificate in Hyperspectral Imaging: Data Insights
-- ViewingNowThe Certificate in Hyperspectral Imaging: Data Insights is a comprehensive course designed to equip learners with essential skills in this rapidly growing field. This certificate program focuses on the importance of hyperspectral imaging, a technology that combines spectroscopy and imaging to analyze materials.
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โข Introduction to Hyperspectral Imaging: Basics, Principles, and Applications
โข Hyperspectral Data Acquisition: Sensors, Platforms, and Techniques
โข Data Preprocessing: Radiometric Corrections, Atmospheric Compensation, and Noise Reduction
โข Feature Extraction: Spectral Indices, Band Ratios, and Principal Component Analysis
โข Classification Techniques: Supervised, Unsupervised, and Machine Learning Algorithms
โข Hyperspectral Data Visualization: False Color Composites, 3D Cubes, and Interactive Exploration
โข Advanced Topics: Hyperspectral Change Detection, Target Detection, and Dimensionality Reduction
โข Case Studies: Real-World Applications and Best Practices
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