Unsupervised textural classification of images using the texture spectrum.
Dong-Chen HeLi WangPublished in: Pattern Recognit. (1992)
Keyphrases
- textural features
- image classification
- texture information
- extracted from images
- texture analysis
- original images
- gabor filtering
- input image
- texture feature extraction
- image database
- feature extraction
- brodatz textures
- texture discrimination
- natural textures
- gray level
- texture features
- textural information
- image data
- image regions
- supervised learning
- image composition
- gabor filters
- image features
- classification accuracy
- texture classification
- texture descriptors
- supervised classification
- color and texture information
- image texture
- unsupervised learning
- skin lesion
- image retrieval
- image decomposition
- captured images
- image statistics
- pixel intensities
- image analysis
- textured images
- fractal dimension
- texture mapping
- hyperspectral images
- feature vectors
- gray level co occurrence matrix
- texture images
- image structure
- white light
- image collections
- image set
- feature space
- feature selection
- text classification
- texture model
- intensity variations
- image registration
- cbir systems
- rotation invariant
- local binary pattern
- natural images