An adaptive image segmentation process for the classification of lung biopsy images.
Daniel W. McKeeWalker H. LandTatyana ZhukovDansheng SongWei QianPublished in: Medical Imaging: Image Processing (2006)
Keyphrases
- high resolution computed tomography
- image classification
- image segmentation
- image analysis
- input image
- image data
- image registration
- ground truth
- segmentation method
- segmentation algorithm
- image database
- three dimensional
- lung disease
- unsupervised segmentation
- segmented images
- image features
- edge detection
- pigmented skin lesions
- image set
- feature extraction
- computed tomography images
- markov random field model
- image segmentations
- adaptive thresholding
- unsupervised image segmentation
- accurate segmentation
- image segmentation algorithm
- object recognition
- image retrieval
- gabor filters
- gray level
- segmenting images
- multiscale
- thematic mapper
- feature vectors