Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest.
Olivier RegniersLionel BombrunDominique GuyonJean-Charles SamalensChristian GermainPublished in: IEEE Geosci. Remote. Sens. Lett. (2015)
Keyphrases
- texture features
- feature vectors
- texture feature extraction
- gabor filtering
- feature set
- feature extraction
- wavelet features
- image features
- mixture of gaussian distributions
- texture classification
- textural features
- gabor filters
- texture analysis
- shape features
- decision trees
- texture images
- texture information
- rotation invariant
- support vector
- machine learning
- image classification
- feature space
- classification accuracy
- gray level
- global image features
- color and texture features
- lung nodules
- distance measure
- local binary pattern
- linear discriminant classifier
- wavelet transform
- data sets
- texture features are extracted
- gray level co occurrence matrix
- texture image retrieval
- texture patterns
- textured images
- texture descriptors
- multiresolution
- similarity measure
- computer vision
- learning algorithm
- natural images
- textural information
- human visual system
- gabor wavelets