Probabilistic Image Diversification to Improve Segmentation in 3D Microscopy Image Data.
Dennis EschweilerJustus SchockJohannes StegmaierPublished in: SASHIMI@MICCAI (2022)
Keyphrases
- image data
- image analysis
- segmentation method
- image segmentation
- image content
- segmentation algorithm
- image regions
- multiscale
- grey level
- confocal images
- image retrieval
- microscopy images
- test images
- input image
- biomedical images
- edge detection
- image features
- single image
- high resolution
- pixel level
- image representation
- energy function
- region segmentation
- image quality
- watershed algorithm
- segmentation errors
- fluorescence microscopy
- image database
- optimal segmentation
- segmented images
- image classification
- gray level images
- image segmentation algorithm
- watershed transformation
- adaptive thresholding
- markov random field
- gray level
- segmentation accuracy
- generative model
- energy functional
- image pixels
- probabilistic model
- intensity distribution
- gray value
- image segmentation algorithms
- perceptual grouping
- scale space
- microscopic images
- berkeley segmentation dataset
- image enhancement