Deep-Learning-Based Phase Discontinuity Prediction for 2-D Phase Unwrapping of SAR Interferograms.
Zhipeng WuTeng WangYingjie WangRobert WangDaqing GePublished in: IEEE Trans. Geosci. Remote. Sens. (2022)
Keyphrases
- phase unwrapping
- deep learning
- image reconstruction
- phase difference
- least squares
- magnetic resonance imaging
- unsupervised feature learning
- unsupervised learning
- machine learning
- energy minimization
- medical images
- mental models
- weakly supervised
- bayesian estimation
- parameter estimation
- exact solution
- super resolution
- markov random field
- maximum likelihood
- mrf model
- semi supervised