Image classification with spectral and texture features based on SVM.
Fen ChenZhiru ZhangDongmei YanPublished in: Geoinformatics (2010)
Keyphrases
- texture features
- image classification
- image features
- feature extraction
- svm classifier
- feature vectors
- support vector machine svm
- texture classification
- support vector
- texture analysis
- support vector machine
- image representation
- gabor filters
- texture images
- local binary pattern
- shape features
- texture information
- texture feature extraction
- color features
- gabor wavelets
- feature selection
- bag of words
- visual features
- rotation invariant
- gray level
- kernel function
- feature set
- distance measure
- knn
- texture patterns
- hyperspectral
- texture features are extracted
- kernel methods
- feature space
- texture segmentation
- texture descriptors
- textured images
- similarity measure
- face recognition
- object categories
- infrared
- object detection
- training set
- object recognition
- gabor filtering
- clustering algorithm
- machine learning