A Nondestructive Alternative for Kerogen Type Determination in Potential Hydrocarbon Source Rocks Using Hyperspectral Data and Machine Learning.
Tainá T. GuimarãesLucas S. KupssinsküMilena B. CardosoLeonardo BachiAlysson Soares AiresEmilie C. KosteAndré Luiz Durante SpigolonLuiz GonzagaMaurício VeronezPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- machine learning
- hyperspectral data
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- random projections
- pattern recognition
- feature selection
- natural language processing
- active learning
- support vector machine
- information extraction
- learning algorithm
- remote sensing
- multispectral
- text mining
- spatial resolution
- high quality
- signal processing
- data sets
- kernel methods
- computer vision