Data-driven and Automatic Surface Texture Analysis Using Persistent Homology.
Melih C. YesilliFiras A. KhasawnehPublished in: ICMLA (2021)
Keyphrases
- texture analysis
- data driven
- persistent homology
- texture classification
- multiresolution
- image texture
- fractal dimension
- texture images
- co occurrence
- gray level
- texture features
- feature extraction
- image analysis
- gabor filters
- rotation invariant
- local binary pattern
- texture description
- texture discrimination
- gabor filtering
- texture characterization
- surface reconstruction
- object surface
- topological features
- computer vision
- feature vectors
- morse theory
- similarity search
- feature set
- object detection
- brodatz textures