Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping.
Saeid NiazmardiSaeid HomayouniAbdolreza SafariHeather McNairnJiali ShangKeith BeckettPublished in: Int. J. Appl. Earth Obs. Geoinformation (2018)
Keyphrases
- spatio temporal
- feature set
- feature vectors
- classification accuracy
- image sequences
- decision trees
- support vector
- preprocessing stage
- feature representation
- feature selection
- feature histograms
- multi variate
- spatial and temporal
- classification method
- image classification
- feature space
- pattern recognition
- feature extraction
- support vector machine svm
- non stationary
- space time
- class labels
- segmentation method
- distance measure
- satellite images
- dynamic time warping
- supervised classification
- computer vision