CNN-Wavelet scattering textural feature fusion for classifying breast tissue in mammograms.
Noor Fadzilah RazaliIza Sazanita IsaSiti Noraini SulaimanNoor Khairiah A. KarimMuhammad Khusairi OsmanPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- breast tissue
- feature fusion
- textural features
- feature extraction
- texture analysis
- mammographic images
- breast cancer
- texture features
- multiple features
- local binary pattern
- digitized mammograms
- wavelet transform
- tissue classification
- gray level
- multiscale
- visual inspection
- multiresolution
- wavelet coefficients
- discriminating power
- pixel classification
- quantitative evaluation
- feature space
- cad systems
- feature vectors
- logistic regression
- decision trees
- similarity measure
- natural images
- machine learning
- computer aided diagnosis
- manifold learning
- low level
- principal component analysis
- visual information