Ten-Year Landsat Classification of Deforestation and Forest Degradation in the Brazilian Amazon.
Carlos M. Souza Jr.João V. SiqueiraMarcio H. SalesAntônio V. FonsecaJúlia G. RibeiroIzaya NumataMark A. CochraneChristopher P. BarberDar A. RobertsJos BarlowPublished in: Remote. Sens. (2013)
Keyphrases
- pattern recognition
- supervised classification
- classification accuracy
- classification systems
- classification scheme
- decision trees
- pattern classification
- benchmark datasets
- image classification
- thematic mapper
- automatic classification
- document classification
- satellite images
- decision rules
- support vector machine svm
- support vector
- benchmark data sets
- data sets
- classification process
- machine learning
- image processing
- feature extraction
- training set
- classification method
- remote sensing
- classification rules
- dimensionality reduction
- multispectral
- bayesian networks
- feature vectors
- classification rate
- computer vision
- support vector machine
- supervised learning
- remotely sensed
- unsupervised learning