Tropical Texture Determination by Proximal Sensing Using a Regional Spectral Library and Its Relationship with Soil Classification.
Marilusa P. C. LacerdaJosé Alexandre Melo DemattêMarcus V. SatoCaio T. FongaroBruna C. GalloArnaldo B. SouzaPublished in: Remote. Sens. (2016)
Keyphrases
- feature extraction
- feature vectors
- pattern recognition
- classification accuracy
- pattern classification
- automatic classification
- support vector
- feature selection
- machine learning algorithms
- textural features
- learning algorithm
- machine learning
- real time
- text classification
- model selection
- training samples
- support vector machine svm
- classification method
- multi band
- texture feature extraction
- spectral analysis
- hyperspectral data
- spectral features
- hyperspectral images
- texture analysis
- texture features
- sensor networks
- decision trees
- data sets