SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images.
Yibao SunXingru HuangHuiyu ZhouQianni ZhangPublished in: CoRR (2021)
Keyphrases
- cell nuclei
- input image
- microscopy images
- cell segmentation
- image regions
- microscopic images
- image database
- region of interest
- image data
- detection rate
- region detection
- image features
- image analysis
- microscope images
- segmentation method
- automated detection
- object recognition
- automated analysis
- three dimensional
- ground truth
- image registration
- image retrieval
- complex background
- adjacent regions
- quantitative analysis
- bounding box
- image pixels
- edge detection
- test images
- segmented images
- image structure
- fluorescence microscopy images
- blood cells
- nonrigid registration
- false positives
- detection method
- segmentation algorithm
- texture and shape features
- image classification
- spatial extent
- detection algorithm
- partial occlusion
- intensity variations
- traffic signs
- social networks
- homogeneous regions
- low contrast