Performance investigation of deep learning vs. classifier for polyp differentiation via texture features.
David LiangDavid WangAlice WeiYeseul ChoiShu ZhangMarc Jason PomeroyPerry J. PickhardtPublished in: Medical Imaging: Computer-Aided Diagnosis (2020)
Keyphrases
- texture features
- deep learning
- feature set
- texture classification
- feature vectors
- texture analysis
- unsupervised learning
- gabor filters
- image features
- gray level
- texture feature extraction
- training data
- machine learning
- feature selection
- feature space
- feature extraction
- distance measure
- training set
- support vector
- learning algorithm
- mental models
- multi class
- image classification
- maximum likelihood
- decision trees
- weakly supervised
- data mining