Automatic segmentation of mammograms using a Scale-Invariant Feature Transform and K-means clustering algorithm.
Luis Antonio Salazar-LiceaCyntia Mendoza-MartinezMarco Antonio Aceves-FernándezJesús Carlos Pedraza OrtegaAlberto Pastrana PalmaPublished in: CCE (2014)
Keyphrases
- automatic segmentation
- scale invariant feature transform
- keypoints
- sift features
- feature points
- image matching
- object recognition
- sift descriptors
- manual segmentation
- automatically segmenting
- segmentation algorithm
- breast cancer
- feature matching
- feature detection
- image descriptors
- feature descriptors
- bag of features
- image features
- depth images
- digital mammograms
- computer aided diagnosis
- image processing
- matching algorithm
- multiscale
- global features
- visual words
- segmentation method
- x ray
- markov random field
- training set
- similarity measure
- feature extraction