Classification of textures using Gaussian Markov random fields.
Rama ChellappaShankar ChatterjeePublished in: IEEE Trans. Acoust. Speech Signal Process. (1985)
Keyphrases
- classification systems
- classification accuracy
- gaussian markov random fields
- classification method
- decision trees
- automatic classification
- training set
- image classification
- classification scheme
- incremental learning
- pattern classification
- cross validation
- support vector
- pattern recognition
- feature selection
- data sets
- feature extraction
- support vector machine svm
- classification models
- classification algorithm
- machine learning
- probabilistic model
- texture retrieval
- random sampling
- preprocessing
- feature space
- feature vectors
- class labels
- benchmark datasets
- model selection
- supervised learning
- support vector machine
- knn