Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images.
Zhiyun SongPenghui DuJunpeng YanKailu LiJianzhong ShouMaode LaiYubo FanYan XuPublished in: CoRR (2023)
Keyphrases
- single image
- input image
- multiscale
- template matching
- image classification
- image features
- histopathology images
- image segmentation
- image data
- image content
- image analysis
- spatial information
- image pixels
- image representation
- region of interest
- image collections
- feature points
- edge detection
- segmentation method
- keypoints
- image regions
- pixel values
- low level
- high resolution
- contrast enhancement
- grey level
- lighting conditions
- image processing
- similarity measure
- test images
- image matching
- hough transform
- binary images
- image retrieval
- optical flow
- digital images