SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images.
Yibao SunXingru HuangHuiyu ZhouQianni ZhangPublished in: Medical Image Anal. (2021)
Keyphrases
- input image
- microscopy images
- cell nuclei
- cell segmentation
- region detection
- region of interest
- image data
- microscopic images
- image classification
- microscope images
- ground truth
- image database
- automated detection
- image analysis
- complex background
- segmentation method
- three dimensional
- traffic signs
- detection rate
- image retrieval
- image features
- image regions
- intensity variations
- homogeneous regions
- bounding box
- detection method
- fluorescence microscopy images
- object recognition
- object detection
- edge detection
- grey level
- image structure
- automated analysis
- false positives
- image segmentation
- segmentation algorithm
- electron microscopy
- segmented regions
- test images
- face recognition
- low contrast