An incremental and optimized learning method for the automatic classification of protein crystal images.
George XuCasey ChiuElsa D. AngeliniAndrew F. LainePublished in: EMBC (Supplement) (2006)
Keyphrases
- automatic classification
- segmentation method
- similarity measure
- prior knowledge
- synthetic and real images
- edge detection
- fully automatic
- image regions
- gel electrophoresis
- learning algorithm
- image set
- test images
- image matching
- region of interest
- image data
- batch learning
- object recognition
- segmentation algorithm
- k nearest neighbor
- multi label
- image classification
- supervised learning
- ground truth
- image annotation
- incremental learning
- pixel values
- learning process
- features extraction