Kerogen Type Classification in Hydrocarbon Source Rocks Using Hyperspectral Data and Machine Learning.
Tainá Thomassim GuimarãesLucas Silveira KupssinsküDaniel Capella ZanottaJoão Gabriel MottaAndré Luiz Durante SpigolonLuiz GonzagaMaurício Roberto VeronezPublished in: IGARSS (2021)
Keyphrases
- hyperspectral data
- machine learning
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- random projections
- pattern recognition
- multispectral
- classification accuracy
- decision trees
- feature selection
- text classification
- supervised learning
- remote sensing
- support vector machine
- support vector machine svm
- infrared
- computer vision
- support vector
- feature space
- data compression
- learning algorithm
- data sets
- spectral bands
- text mining
- principal component analysis
- training set