NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain Transfer.
Sai Kumar Reddy ManneBrendan MartinTyler RoyRyan NeilsonRebecca PetersMeghana ChillaraChristine W. LaryKatherine J. MotylMichael WanPublished in: CoRR (2024)
Keyphrases
- microscopic images
- segmentation method
- microscopy images
- level set
- domain specific
- segmentation algorithm
- cross domain
- transfer learning
- region growing
- image segmentation
- multiscale
- low signal to noise ratio
- noisy data
- noise level
- cell nuclei
- segmentation accuracy
- white blood cells
- edge detection
- image regions
- image analysis
- signal to noise ratio
- quantitative evaluation
- median filter
- domain experts
- energy function
- fully unsupervised
- filtering method
- microscope images
- morphological filters
- human subjects
- medical imaging
- knowledge transfer
- object segmentation
- noise reduction