Tree species classification using radiometry, texture and shape based features.
Maria S. KulikovaMeena ManiAnuj SrivastavaXavier DescombesJosiane ZerubiaPublished in: EUSIPCO (2007)
Keyphrases
- feature extraction
- feature vectors
- classification accuracy
- textural features
- classification method
- feature space
- classification process
- feature set
- decision trees
- classification models
- extracted features
- decision tree classifiers
- feature values
- svm classifier
- feature analysis
- support vector
- rotational invariant
- gabor filters
- texture features
- image features
- texture analysis
- decision forest
- texture classification
- brodatz textures
- classification algorithm
- benchmark datasets
- tree structure
- class labels
- color and texture information
- gabor filtering
- pattern recognition
- texture segmentation
- features extraction
- extracting features
- face recognition
- training data
- texture feature extraction
- multiscale
- skin lesion
- object recognition
- tree kernels
- training set
- geometric features
- support vector machine
- object detection
- co occurrence
- feature selection algorithms
- shape features
- image classification
- support vector machine svm
- feature subset