Mumford-Shah Loss Functional for Image Segmentation With Deep Learning.
Boah KimJong Chul YePublished in: IEEE Trans. Image Process. (2020)
Keyphrases
- mumford shah
- deep learning
- mumford shah functional
- image segmentation
- piecewise smooth
- curve evolution
- level set method
- piecewise constant
- level set
- energy functional
- shape prior
- mumford shah model
- vector valued
- unsupervised learning
- variational framework
- active contours
- bayesian estimation
- regularization term
- machine learning
- image deblurring
- image processing
- total variation
- computer vision
- active contour model
- multiscale
- mental models
- weakly supervised
- energy function
- markov random field
- segmentation method
- object segmentation
- energy minimization
- partial differential equations
- model selection
- image features
- active learning