Performance and the Optimal Integration of Sentinel-1/2 Time-Series Features for Crop Classification in Northern Mongolia.
Battsetseg TuvdendorjHongwei ZengBingfang WuAbdelrazek ElnasharMiao ZhangFuyou TianMohsen NabilLkhagvadorj NanzadAmanjol BulkhbaiNatsagsuren NatsagdorjPublished in: Remote. Sens. (2022)
Keyphrases
- classification accuracy
- feature extraction
- feature subset
- feature space
- feature set
- feature vectors
- classification method
- classification models
- classification process
- benchmark datasets
- feature selection
- feature analysis
- svm classifier
- class labels
- low level
- support vector machine
- pattern classification
- feature construction
- features extraction
- decision trees
- text classification
- extracted features
- gender classification
- pattern recognition
- discriminative features
- textural features
- automatic classification
- false positives
- image features
- dynamic programming
- co occurrence
- feature extraction and classification
- feature reduction
- preprocessing
- feature values
- sequential forward selection
- fractal dimensions
- binary decision tree
- training data
- machine learning algorithms
- irrelevant features
- object recognition
- eeg signals
- multiple features
- classification scheme
- dimension reduction
- image classification
- training samples