Advanced Certificate in Remote Sensing Classification Techniques
-- ViewingNowThe Advanced Certificate in Remote Sensing Classification Techniques is a comprehensive course designed to equip learners with advanced skills in remote sensing analysis. This certification focuses on various classification techniques, including spectral, spatial, and machine learning methods.
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โข Introduction to Remote Sensing Classification Techniques
โข Pre-processing of Remote Sensing Data
โข Supervised Classification Methods: Maximum Likelihood, Mahalanobis Distance, Parallelepiped
โข Unsupervised Classification Methods: ISODATA, K-Means, Spectral Angle Mapper
โข Machine Learning Techniques in Remote Sensing Classification
โข Deep Learning Approaches for Remote Sensing Image Classification
โข Post-classification Techniques and Accuracy Assessment
โข Object-Based Image Analysis and Classification
โข Advanced Topics in Remote Sensing Classification: Hyperspectral and Time Series Data Analysis
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