Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets.
Dennis EschweilerJohannes StegmaierPublished in: CoRR (2023)
Keyphrases
- denoising
- probabilistic model
- data sets
- image analysis
- denoising algorithm
- single image
- input image
- image classification
- high resolution
- multiscale
- image data
- image segmentation
- image features
- image collections
- image retrieval
- image representation
- image denoising
- denoising methods
- fluorescence microscopy
- microscopy images
- diffusion process
- edge detection
- test images
- tensor field
- image content
- spatially adaptive
- diffusion processes
- wavelet denoising
- confocal images
- nonlinear diffusion
- gaussian noise
- total variation
- noisy images
- expectation maximization
- graphical models
- image processing