30 citations · 30 across the 1 of their papers we have counts for
2 papers
cs.CV2025
GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction
Eya Cherif, Arthur Ouaknine, Luke A. Brown +7
Plant traits such as leaf carbon content and leaf mass are essential variables in the study of biodiversity and climate change. However, conventional field sampling cannot feasibly…
cs.CV2021★ 30 cited
The Effects of Spectral Dimensionality Reduction on Hyperspectral Pixel Classification: A Case Study
Kiran Mantripragada, Phuong D. Dao, Yuhong He +1
This paper presents a systematic study of the effects of hyperspectral pixel dimensionality reduction on the pixel classification task. We use five dimensionality reduction methods…