Individual skill

matlab-analyze-spectral-images

Work with hyperspectral and multispectral images in MATLAB. Covers reading/writing (ENVI, NITF, TIFF, Sentinel-2, Landsat, ASTER), ECOSTRESS spectral libraries, processing (calibration, atmospheric correction, denoising, sharpening, dimensionality reduction, endmember extraction, unmixing, target/anomaly detection, spectral indices, segmentation), labeling (Spectral Image Labeler app, ground truth objects, automation algorithms), and deep learning (pixel classification CNNs, unmixing autoencoders, transfer learning). Use when reading, writing, processing, analyzing, classifying, labeling, or applying deep learning to hyperspectral or multispectral images.

skills-catalog/image-processing-and-computer-vision/matlab-analyze-spectral-images/SKILL.md

Source commit 032b4b605999b1f4adecaac1efa1c9faad41adf6

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Observed behavior

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Last checked

Nov 3, 2026

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