Separation of malignant and benign masses using image and segmentation features.
Lisa M. KinnardShih-Chung Benedict LoPaul C. WangMatthew T. FreedmanMohamed F. ChouikhaPublished in: Medical Imaging: Image Processing (2003)
Keyphrases
- image features
- grey level
- segmentation method
- image segmentation
- image regions
- segmentation algorithm
- test images
- multiscale
- low level
- segmentation accuracy
- image pixels
- image segments
- input image
- image analysis
- image data
- geometric features
- single image
- textural features
- geometrical features
- image representation
- image content
- homogeneous regions
- keypoints
- image retrieval
- extracted features
- pixel level
- segmented regions
- global shape
- object segmentation
- segmented images
- global features
- image segmentation algorithm
- automatically segmented
- color features
- region growing
- edge detection
- spatial information
- histogram analysis
- high resolution
- energy function
- gray value
- energy functional
- region features
- image classification
- level set
- region segmentation
- gray level
- region of interest
- image processing
- bounding box
- invariant features
- active contours
- feature points
- multiple objects
- feature extraction
- intensity histogram