Textures in images classification using a multifractal approach.
Mustapha Tahiri AlaouiSidi Mohamed FarssiAbderrahmane TouzaniPublished in: SITIS (2005)
Keyphrases
- image classification
- fractal analysis
- fractal dimension
- image features
- texture discrimination
- image database
- image data
- test images
- three dimensional
- input image
- image collections
- image retrieval
- classification accuracy
- object recognition
- image analysis
- preprocessing stage
- text classification
- image matching
- pigmented skin lesions
- texture information
- hyperspectral images
- textural features
- natural textures
- slowly varying
- extracted features
- pattern recognition
- support vector machine
- image set
- segmentation method
- natural images
- edge detection
- feature set
- ground truth
- thematic mapper
- brodatz textures
- textural information
- image segmentation
- image sequences
- textured surfaces
- texture classification
- feature space
- viewing conditions
- textured images
- texture analysis