Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts.
Francisco Javier Pérez-BenitoFrançois SignolJuan Carlos Pérez-CortesMarina PollánBeatriz Pérez-GómezDolores Salas-TrejoMaría CasalsInmaculada MartínezRafael LlobetPublished in: Comput. Methods Programs Biomed. (2019)
Keyphrases
- texture features
- local binary pattern
- texture analysis
- histograms of oriented gradients
- texture classification
- texture images
- feature vectors
- rotation invariant
- shape features
- gray level
- image features
- feature set
- distance measure
- gabor filters
- multiresolution
- image sequences
- data sets
- image analysis
- object recognition
- training data
- feature extraction
- human detection
- computer vision