Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation.
Jun LiuXiangyue WangXue-Cheng TaiPublished in: CoRR (2020)
Keyphrases
- convolutional neural networks
- image segmentation
- shape prior
- energy functional
- region features
- variational framework
- shape model
- star shaped
- prior information
- spatial and temporal
- active contours
- variational formulation
- reference object
- graph cuts
- spatial information
- spatio temporal
- mumford shah
- convolutional network
- perceptual grouping
- regularization term
- multiscale
- shape representation
- deformable models
- spatial data
- energy function
- spatial extent
- markov random field
- image volumes
- regularization parameter
- spatial arrangement
- shape descriptors
- level set framework
- shape matching
- shape features
- statistical shape model
- region growing
- spatial layout
- texture segmentation
- texture information
- computer vision
- spectral clustering
- segmentation algorithm
- level set
- shape analysis
- image restoration
- expectation maximization
- denoising
- multiresolution
- image processing