Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks.
Sara Perez-CarabazaVasileios SyrrisPieter KempeneersPierre SoillePublished in: IGARSS (2021)
Keyphrases
- convolutional neural networks
- pattern recognition
- classification accuracy
- image classification
- classification rules
- feature extraction
- classification scheme
- feature vectors
- spatio temporal
- machine learning methods
- pattern classification
- supervised learning
- classification systems
- machine learning
- temporal patterns
- feature selection
- classification models
- temporal data
- automatic classification
- spatial and temporal
- multivariate temporal data
- decision rules
- text classification
- support vector machine
- classification algorithm
- classification method
- class labels
- space time
- temporal information
- hidden markov models
- training set
- feature space
- preprocessing
- support vector
- temporal databases
- multiscale
- decision trees