Automatic clinical image segmentation using pathological modeling, PCA and SVM.
Shuo LiThomas FevensAdam KrzyzakSong LiPublished in: Eng. Appl. Artif. Intell. (2006)
Keyphrases
- image segmentation
- support vector machine svm
- support vector
- feature space
- principal component analysis
- principal components analysis
- multi class
- svm classifier
- support vector machine
- dimensionality reduction
- dimension reduction methods
- patient data
- graph cuts
- computer vision
- image processing
- feature selection
- kernel pca
- kernel function
- multiscale
- semi automatic
- medical imaging
- feature reduction
- features extraction
- clinical practice
- face recognition
- clinical data
- face images
- feature vectors
- image analysis
- markov random field
- knn