Masked Image Modeling for Label-Efficient Segmentation in Two-Photon Excitation Microscopy.
Tony XuMatthew RozakEmmanuel E. NtiriAdrienne DorrJames R. MesterBojana StefanovicAnne L. MartelMaged GoubranPublished in: MILLanD@MICCAI (2023)
Keyphrases
- image analysis
- segmentation method
- image segmentation
- multiscale
- segmentation algorithm
- grey level
- image regions
- microscopy images
- test images
- single image
- confocal images
- image data
- energy function
- image pixels
- image features
- adaptive thresholding
- microscopic images
- input image
- homogeneous regions
- pixel level
- energy functional
- segmentation errors
- image content
- high resolution
- image representation
- image classification
- foreground background separation
- segmented images
- edge detection
- low depth of field
- pixel wise
- region segmentation
- image segmentation algorithm
- gray level images
- gray value
- level set
- fluorescence microscopy
- image structure
- segmentation accuracy
- image stacks
- berkeley segmentation dataset
- optimal segmentation
- region growing
- image segments
- bounding box
- watershed segmentation
- intensity distribution
- labeling problems
- joint segmentation
- microscope images
- object segmentation
- segmented regions
- label field
- watershed transform
- image processing