A combination of 3-D discrete wavelet transform and 3-D local binary pattern for classification of mild cognitive impairment.
Harsh BhasinRamesh Kumar AgrawalPublished in: BMC Medical Informatics Decis. Mak. (2020)
Keyphrases
- local binary pattern
- feature extraction
- texture classification
- classification accuracy
- texture analysis
- multiscale
- pattern recognition
- support vector machine
- normal controls
- support vector
- face recognition
- feature vectors
- machine learning
- texture features
- rotation invariant
- decision trees
- preprocessing
- image classification
- model selection
- training data
- textural features
- training set
- spatial information
- brain images
- high degree of accuracy