Silvi-Net - A dual-CNN approach for combined classification of tree species and standing dead trees from remote sensing data.
Sebastian BriechlePeter KrzystekGeorge VosselmanPublished in: Int. J. Appl. Earth Obs. Geoinformation (2021)
Keyphrases
- remote sensing data
- tree structure
- decision trees
- phylogenetic trees
- land cover classification
- remote sensing
- classification trees
- pattern recognition
- fuzzy decision trees
- tree structures
- machine learning
- remotely sensed data
- tree construction
- multispectral
- tree nodes
- unsupervised classification
- image classification
- tree models
- gene trees
- earth observation
- image processing
- feature extraction
- tree kernels
- image analysis
- supervised learning
- supervised classification
- tree mining
- data sets
- feature selection
- convolutional neural network
- unsupervised learning
- data structure
- land cover
- feature space
- remote sensing images
- data management
- text classification