LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels.

Ziwei Cui Jingfeng Yao Lunbin Zeng Juan Yang Wenyu Liu Xinggang Wang

Published in: CoRR (2024)

Keyphrases

cell nuclei
fluorescence microscopy images
microscope images
automated analysis
image segmentation
quantitative analysis

segmentation algorithm
low contrast
automated detection
cell nucleus
medical images
watershed transform

histopathological images
cancer diagnosis
color image segmentation
shape prior
medical imaging

segmentation method
edge detection
ground truth
image analysis
multiscale