A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing. (arXiv:2210.09743v1 [cs.CV])

Hyperspectral images (HSI) classification is a high technical remote sensing
software. The purpose is to reproduce a thematic map . The HSI contains more
than a hundred hyperspectral measures, as bands (or simply images), of the
concerned region. They are taken at neighbors frequencies. Unfortunately, some
bands are redundant features, others are noisily measured, and the high
dimensionality of features made classification accuracy poor. The problematic
is how to find the good bands to classify the regions items. Some methods …

analysis arxiv dashboard dimensionality remote sensing