Spectral matching techniques (SMTs) and automated cropland classification algorithms (ACCAs) for mapping croplands of Australia using MODIS 250-m time-series (2000-2015) data.
Pardhasaradhi TeluguntlaPrasad S. ThenkabailJun XiongMuralikrishna GummaRussell G. CongaltonAdam J. OliphantJustin PoehneltKamini YadavMahesh N. RaoRichard MasseyPublished in: Int. J. Digit. Earth (2017)
Keyphrases
- classification algorithm
- benchmark datasets
- data structure
- decision trees
- pattern recognition
- remote sensing
- machine learning algorithms
- learning algorithm
- automated classification
- satellite images
- machine learning methods
- class labels
- computer vision
- machine learning
- feature points
- model selection
- supervised learning
- classification accuracy
- pattern matching
- active learning
- feature vectors
- high dimensional
- preprocessing
- classification models
- supervised classification
- hyperspectral images
- spectral features
- land cover classification