Texture Analysis and Segmentation Using Modulation Features, Generative Models, and Weighted Curve Evolution.
Iasonas KokkinosGeorgios EvangelopoulosPetros MaragosPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2009)
Keyphrases
- texture analysis
- generative model
- brodatz textures
- curve evolution
- level set
- gabor filters
- feature extraction
- image analysis
- discriminative models
- texture classification
- co occurrence
- multiresolution
- shape prior
- image segmentation
- probabilistic model
- gray level
- active contours
- texture features
- prior knowledge
- feature space
- texture images
- feature vectors
- local binary pattern
- image features
- energy minimization
- energy functional
- level set method
- segmentation algorithm
- edge detection
- feature set
- object boundaries
- em algorithm
- classification accuracy
- object recognition
- statistical models
- conditional random fields
- energy function