A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation.
Debesh JhaPia H. SmedsrudDag JohansenThomas de LangeHåvard D. JohansenPål HalvorsenMichael A. RieglerPublished in: CoRR (2021)
Keyphrases
- conditional random fields
- crf model
- image labeling
- semantic segmentation
- segmentation method
- markov random field
- long range
- probabilistic model
- graphical models
- image segmentation
- hidden markov models
- higher order
- maximum entropy
- random fields
- generative model
- segmentation algorithm
- structured prediction
- level set
- information extraction
- shape prior
- superpixels
- energy function
- pairwise
- contextual features
- undirected graphical models
- ordinal scale
- graph cuts
- prior knowledge
- max margin
- energy minimization
- support vector
- image processing
- single image
- supervised training
- polyp detection
- multi class