Brain Tumor Classification on MRI Images by using Classical Local Binary Patterns and Histograms of Oriented Gradients.
Srinivas Babu GottipatiThumbur GowriPublished in: Scalable Comput. Pract. Exp. (2024)
Keyphrases
- mri images
- histograms of oriented gradients
- local binary pattern
- brain tumors
- human detection
- feature extraction
- magnetic resonance images
- medical images
- texture classification
- pedestrian detection
- magnetic resonance imaging
- texture analysis
- face recognition
- pattern recognition
- imaging modalities
- multiscale
- mri data
- object detection
- texture features
- feature descriptors
- spatial information
- face detection
- magnetic resonance
- co occurrence
- classification accuracy
- mr images
- background subtraction
- weak classifiers
- machine learning
- surveillance system
- medical imaging
- human body
- benchmark datasets
- high quality
- feature selection