Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment.
Peng GuoZhiyun XueJose JeronimoJulia C. GageKanan T. DesaiBrian BefanoFrancisco GarcíaMark SchiffmanSameer K. AntaniPublished in: RTIP2R (2021)
Keyphrases
- image classification
- image data
- image features
- image analysis
- input image
- automated classification
- image feature extraction
- image retrieval
- single image
- classification accuracy
- pattern recognition
- image representation
- multiscale
- image segmentation
- test images
- image content
- segmentation method
- similarity measure
- feature selection
- confidence scores
- preprocessing stage
- high resolution
- feature vectors
- extracting features
- pixel values
- feature points
- feature space
- edge detection
- computer assisted
- color images
- hyperspectral images
- support vector machine
- text classification
- feature extraction
- training set