Leveraging Self-supervised Denoising for Image Segmentation.
Mangal PrakashTim-Oliver BuchholzManan LalitPavel TomancakFlorian JugAlexander KrullPublished in: ISBI (2020)
Keyphrases
- denoising
- image segmentation
- image processing
- image denoising
- natural images
- total variation
- noisy images
- wavelet domain
- noise removal
- segmentation method
- boundary detection
- level set
- deformable models
- translation invariant
- computer vision
- region growing
- active contours
- gray level
- medical imaging
- level set method
- method for image segmentation
- object segmentation
- sea surface
- image analysis
- markov random field
- perceptual grouping
- denoising algorithm
- denoising methods
- region merging
- mumford shah
- unsupervised segmentation
- contour detection
- medical images
- segmenting images
- probabilistic relaxation
- unsupervised image segmentation
- spatially adaptive
- shape prior
- segmented images
- segmentation algorithm
- spectral clustering
- wavelet packet
- partial differential equations