CNN-Based Tree Species Classification Using High Resolution RGB Image Data from Automated UAV Observations.
Sebastian EgliMartin HöpkePublished in: Remote. Sens. (2020)
Keyphrases
- image data
- high resolution
- automated classification
- classification accuracy
- image processing
- support vector machine svm
- pattern recognition
- decision tree learning algorithm
- phylogenetic trees
- low resolution
- image classification
- convolutional neural network
- classification models
- field of view
- remote sensing
- decision trees
- feature space
- support vector
- support vector machine
- classification method
- machine learning
- satellite images
- classification rules
- multispectral
- high frequency
- tree structure
- gray scale
- color images
- data structure
- class labels
- training data
- super resolution
- feature extraction
- control algorithm
- classification trees
- decision tree classifiers
- feature selection
- learning algorithm
- supervised learning