Investigating the Effects of Autocorrelation in Dataset Construction on Tree Species Classification using Field and Airborne Hyperspectral Data.
Rollin GimenezOlivier BerseilleRémy HédacqThomas RivièreArnaud ElgerLeticia LigieroGuillaume LassalleDominique DubucqAnthony CredozSophie FabrePublished in: IGARSS (2023)
Keyphrases
- hyperspectral data
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- remote sensing
- multispectral
- random projections
- infrared
- spectral bands
- target detection
- information content
- principal components
- spatial resolution
- image data
- data compression
- change detection
- classification accuracy
- pattern recognition
- data sets
- high quality
- machine learning
- dimension reduction
- image classification
- high resolution
- false alarms
- image analysis
- feature space
- feature selection