A proof on the invariance of the Hirschman Uncertainty to the Rényi entropy parameter and an observation on its relevance in the image texture classification problem.
Kirandeep GhumanVictor E. DeBrunnerPublished in: ACSSC (2014)
Keyphrases
- texture classification
- image analysis
- texture analysis
- natural textures
- texture images
- texture description
- image features
- filter responses
- input image
- correct classification rate
- image descriptors
- rotation invariant
- multiscale
- scale and rotation invariant
- image textures
- image segmentation
- image texture
- image representation
- texture features
- image content
- color descriptors
- pattern spectra
- highly discriminative
- image retrieval
- invariant features
- post processing
- rotation invariance
- image matching
- local binary pattern
- textured images
- keypoints
- invariance properties
- machine learning
- scale invariance
- pattern recognition
- similarity measure
- three dimensional