Topology-Aware Uncertainty for Image Segmentation.
Saumya GuptaYikai ZhangXiaoling HuPrateek PrasannaChao ChenPublished in: NeurIPS (2023)
Keyphrases
- image segmentation
- markov random field
- multiscale
- boundary detection
- level set method
- image processing
- graph cuts
- contour detection
- computer vision
- probabilistic relaxation
- method for image segmentation
- inherent uncertainty
- image segmentation algorithm
- uncertain data
- graph partitioning
- decision theory
- medical imaging
- deformable models
- fuzzy connectedness
- unsupervised image segmentation
- segmentation algorithm
- object segmentation
- energy functional
- belief functions
- shape prior
- incomplete information
- unsupervised segmentation
- energy function
- artificial intelligence