Identifying the painter using texture features and machine learning algorithms.
Mark Jeremy G. NaragMaricor N. SorianoPublished in: ICCSP (2019)
Keyphrases
- machine learning algorithms
- texture features
- benchmark data sets
- texture classification
- texture analysis
- learning algorithm
- decision trees
- machine learning
- gabor wavelets
- predictive accuracy
- texture information
- image features
- gabor filters
- rotation invariant
- learning problems
- machine learning methods
- texture images
- texture feature extraction
- distance measure
- gray level
- feature vectors
- texture descriptors
- shape features
- local binary pattern
- color features
- random forests
- machine learning systems
- feature extraction
- textured images
- machine learning approaches
- mixture of gaussian distributions
- feature set
- machine learning models
- texture patterns
- matching algorithm
- pairwise
- gabor filtering
- learning models
- statistical machine learning
- textural information
- texture features are extracted
- object recognition
- computer vision
- textural features
- bank of gabor filters
- standard machine learning algorithms
- multiscale