Detection of Irrigated and Rainfed Crops with Machine Learning Multivariate Time-Series Object-Based Classification Using Sentinel-2 Imagery.
Simone SaquellaAlvise FerrariValerio PampanoniGiovanni LanevePublished in: IGARSS (2023)
Keyphrases
- machine learning
- multivariate time series
- pattern recognition
- text classification
- feature selection
- decision trees
- supervised learning
- support vector machine
- computer vision
- training set
- image processing
- support vector machine svm
- support vector
- unsupervised learning
- multivariate time series data
- hyperspectral images
- feature extraction
- preprocessing
- model selection
- dimensionality reduction
- non stationary
- high dimensionality
- dimension reduction
- image data
- spatio temporal
- feature space