Image Similarity to Improve the Classification of Breast Cancer Images.
Dave TahmoushPublished in: Algorithms (2009)
Keyphrases
- image similarity
- breast cancer
- mammogram images
- image database
- breast tissue
- benign and malignant
- image classification
- mammographic images
- image matching
- image retrieval
- feature representation
- image regions
- image features
- image analysis
- mutual information
- visual features
- classification accuracy
- feature extraction
- similarity measurement
- three dimensional
- logistic regression
- support vector
- human perception
- input image
- hausdorff distance
- feature vectors
- object recognition
- low level features
- visual similarity
- image data
- decision trees
- dissimilarity measure
- feature space
- feature set
- shape similarity
- feature selection
- breast cancer patients
- digital mammograms
- feature maps
- image content
- segmentation method
- similarity measure