Classification of HEp-2 Cell Images Using Compact Multi-Scale Texture Information and Margin Distribution Based Bagging.
Gerald SchaeferNiraj P. DoshiQinghua HuAboul Ella HassanienPublished in: AMLTA (2014)
Keyphrases
- texture information
- local binary pattern
- color and texture information
- multiscale
- training set
- texture images
- texture features
- color information
- decision trees
- edge detection
- input image
- support vector
- image data
- pattern recognition
- prostate segmentation
- machine learning
- textural information
- edge information
- object recognition
- image database
- image texture
- texture classification
- pixel intensities
- segmentation method
- support vector machine
- classification accuracy
- facial images
- color images
- image analysis
- model selection
- spatial information
- image processing
- face recognition
- generalization error
- image retrieval
- feature selection
- similarity measure
- facial features
- distance measure
- feature set
- image features
- feature vectors