A pixel classification system for segmenting biomedical images using intensity neighborhoods and dimension reduction.
Cheng ChenJohn A. OzolekWei WangGustavo K. RohdePublished in: ISBI (2011)
Keyphrases
- dimension reduction
- pixel classification
- biomedical images
- image segmentation
- color image segmentation
- medical images
- image analysis
- principal component analysis
- hyperspectral
- high dimensional
- feature extraction
- high dimensional data
- singular value decomposition
- high dimensionality
- linear discriminant analysis
- low dimensional
- feature selection
- dimensionality reduction
- multimedia data
- cluster analysis
- image data
- unsupervised learning
- feature space
- segmentation method
- color features
- multimedia
- image processing
- data mining
- image features
- decision trees
- region growing
- video sequences
- multiscale