Combining QuickBird, LiDAR, and GIS topography indices to identify a single native tree species in a complex landscape using an object-based classification approach.
Lien T. H. PhamLars BrabynSalman AshrafPublished in: Int. J. Appl. Earth Obs. Geoinformation (2016)
Keyphrases
- pattern recognition
- machine learning
- feature selection
- classification accuracy
- automatically classify
- classification algorithm
- decision trees
- geographic information systems
- feature vectors
- image classification
- remote sensing images
- point cloud
- classification rules
- classification method
- remote sensing
- automatic classification
- tree structures
- support vector machine
- training set
- support vector
- classification trees
- multiple classifier systems
- decision tree classifiers
- fish species
- binary decision tree
- spatial data
- complex systems
- support vector machine svm
- feature set
- semi supervised
- image data
- feature space
- data structure