Histogram-based classification of iPSC colony images using machine learning methods.
Henry JoutsijokiMarkus HaponenIvan BaldinJyrki RaskuYulia GizatdinovaMichelangelo PaciJari A. K. HyttinenKatriina Aalto-SetäläMartti JuholaPublished in: SMC (2014)
Keyphrases
- image classification
- image data
- segmentation method
- image database
- image analysis
- input image
- three dimensional
- image collections
- classification accuracy
- ground truth
- handwritten digits
- image features
- pigmented skin lesions
- text classification
- feature extraction
- support vector
- image annotation
- feature selection
- preprocessing stage
- skin lesion
- decision trees
- fractal dimension
- image registration
- test images
- pattern recognition
- edge detection
- image retrieval
- segmentation algorithm
- color histogram
- extracted features
- training set
- thematic mapper
- multiresolution