Semi-supervised method for image texture classification of pituitary tumors via CycleGAN and optimized feature extraction.
Hong ZhuQianhao FangYihe HuangKai XuPublished in: BMC Medical Informatics Decis. Mak. (2020)
Keyphrases
- texture classification
- texture description
- feature extraction
- scale and rotation invariant
- image analysis
- preprocessing
- similarity measure
- texture analysis
- pattern recognition
- multiscale
- semi supervised
- detection method
- feature set
- image classification
- local binary pattern
- region of interest
- feature extraction and classification
- extracted features
- image features
- image processing
- image retrieval
- pairwise
- texture images
- image textures
- machine learning
- denoising
- wavelet transform
- classification accuracy
- multiresolution
- feature vectors
- video sequences