Genetic programming-based fusion of HOG and LBP features for fully automated texture classification.
Mohamed HazguiHaythem GhazouaniWalid BarhoumiPublished in: Vis. Comput. (2022)
Keyphrases
- texture classification
- fully automated
- local binary pattern
- genetic programming
- correct classification rate
- feature extraction
- texture analysis
- histograms of oriented gradients
- texture features
- feature extraction and classification
- fully automatic
- feature set
- texture images
- spatial information
- feature descriptors
- filter responses
- face recognition
- brodatz textures
- natural textures
- highly discriminative
- image analysis
- feature vectors
- texture descriptors
- rotation invariant
- image texture
- image descriptors
- multiscale
- texture information
- gabor filters
- object detection
- evolutionary algorithm
- invariant features
- extracted features
- feature space
- keypoints
- distance measure
- face images
- co occurrence
- image features
- image textures
- multiresolution