Total Variation Regularized Self-Supervised Bayesian Deep Learning for Seismic Random Noise Attenuation.
Dehua WangZengqiang QiaoLili ZhangNaihao LiuPublished in: IEEE Trans. Geosci. Remote. Sens. (2023)
Keyphrases
- random noise
- deep learning
- total variation
- regularization methods
- image restoration
- denoising
- image denoising
- total least squares
- convex optimization
- blind deconvolution
- machine learning
- unsupervised learning
- regularization method
- regularization term
- image processing
- bayesian estimation
- edge preserving
- weakly supervised
- mental models
- natural images
- bayesian networks
- regularized least squares
- learning algorithm
- computer vision
- blurred images
- regularization parameter
- information extraction
- higher order
- maximum likelihood