Supervised parametric and non-parametric classification of chromosome images.
Mehul P. SampatAlan C. BovikJake K. AggarwalKenneth R. CastlemanPublished in: Pattern Recognit. (2005)
Keyphrases
- image classification
- image data
- image database
- supervised learning
- parametric models
- input image
- supervised classification
- ground truth
- test images
- image registration
- pattern recognition
- three dimensional
- feature selection
- classification method
- pigmented skin lesions
- edge detection
- image set
- image collections
- handwritten digits
- object recognition
- classification accuracy
- segmentation method
- feature extraction
- skin lesion
- image retrieval
- segmentation algorithm
- unsupervised learning
- image features
- machine learning
- supervised classifiers
- image analysis
- genetic algorithm
- training data
- feature space
- preprocessing stage
- hyperspectral images
- similarity measure
- fractal dimension
- gabor filters
- semi supervised
- image matching
- image regions
- feature vectors
- d objects