The Simultaneous Prediction of Soil Properties and Vegetation Coverage from Vis-NIR Hyperspectral Data with a One-Dimensional Convolutional Neural Network: A Laboratory Simulation Study.
Fangfang ZhangChangkun WangKai PanZhiying GuoJie LiuAiai XuHaiyi MaXianzhang PanPublished in: Remote. Sens. (2022)
Keyphrases
- simulation study
- convolutional neural network
- hyperspectral data
- remote sensing
- hyperspectral images
- hyperspectral
- spectral data
- multispectral
- hyperspectral imagery
- least squares support vector machine
- vis nir
- face detection
- prediction model
- monte carlo
- machine learning
- random projections
- support vector machine
- pattern recognition
- face recognition
- image sequences
- image processing