MRI image analysis for cerebrum tumor detection and feature extraction using 2D U-ConvNet and SVM classification.
R. PitchaiP. SuprajaA. Razia SulthanaT. VeeramakaliCh. Madhu BabuPublished in: Pers. Ubiquitous Comput. (2023)
Keyphrases
- svm classification
- tumor detection
- image analysis
- feature extraction
- support vector machine svm
- image classification
- support vector machine
- medical imaging
- pattern recognition
- capsule endoscopy
- magnetic resonance images
- image processing
- computer aided
- feature vectors
- classification accuracy
- medical images
- svm classifier
- kernel function
- feature selection
- support vector
- feature space
- face recognition
- multiclass classification
- computer vision
- mr images
- high resolution
- machine learning
- classification method
- dimensionality reduction
- principal component analysis
- knn