Incorporation of a multiscale texture-based approach to mutual information matching for improved knowledge-based detection of masses in screening mammograms.
Georgia D. TourassiAnna O. Bilska-WolakPiotr A. HabasCarey E. Floyd Jr.Published in: Medical Imaging: Computer-Aided Diagnosis (2007)
Keyphrases
- mutual information
- mammogram images
- multiscale
- breast cancer
- computer aided diagnosis
- image registration
- diabetic retinopathy
- affine invariant
- mammographic images
- microcalcification clusters
- information theoretic
- information gain
- multiple scales
- keypoints
- digital mammograms
- detection method
- object detection
- gray level
- wavelet transform
- feature selection
- edge detection
- matching algorithm
- image matching
- expert systems
- fine scale
- texture classification
- detection algorithm
- medical image registration
- texture analysis
- image analysis
- similarity measure
- machine learning
- early detection of breast cancer
- extracted from images
- early vision
- texture segmentation
- texture synthesis
- coarse to fine
- automatic detection
- computer aided
- face detection
- feature points
- scale space
- feature extraction
- image processing
- computer vision