Segmentation of radiologic images with self-organizing maps: the segmentation problem transformed into a classification task.
Erich PelikanFrank VogelsangThomas TolxdorffPublished in: Medical Imaging: Image Processing (1996)
Keyphrases
- self organizing maps
- som neural network
- segmentation algorithm
- segmentation method
- pigmented skin lesions
- region growing
- image classification
- image segmentation
- test images
- image regions
- pixel wise
- image data
- level set
- image registration
- edge detection
- decision trees
- input image
- neural network
- input data
- skin lesion
- machine learning
- supervised learning
- reinforcement learning
- object recognition
- medical images
- learning algorithm
- pattern recognition
- segmentation result
- competitive learning
- feature maps
- unsupervised learning
- image features
- feature vectors