Texture image classification using improved image enhancement and adaptive SVM.
Lydia Binti Abdul HamidAnis Salwa Mohd KhairuddinUswah KhairuddinNenny Ruthfalydia RosliNorrima MokhtarPublished in: Signal Image Video Process. (2022)
Keyphrases
- image enhancement
- image classification
- svm classifier
- image processing
- enhanced image
- feature extraction
- support vector machine svm
- image analysis
- color restoration
- noise removal
- contrast enhancement
- edge detection
- image representation
- partial differential equations
- histogram equalization
- median filter
- color image enhancement
- gamma correction
- texture analysis
- homomorphic filtering
- unsharp masking
- gray level
- visual features
- feature vectors
- texture features
- texture images
- stochastic resonance
- image contrast enhancement
- feature space
- machine learning
- neural network
- transfer function
- image features
- color images
- image retrieval
- dynamic range compression
- feature selection