Stochastic Solutions for Simultaneous Seismic Data Denoising and Reconstruction via Score-Based Generative Models.
Chuangji MengJinghuai GaoYajun TianHongling ChenWei ZhangRenyu LuoPublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- generative model
- seismic data
- denoising
- probabilistic model
- discriminative learning
- image denoising
- discriminative models
- mixture model
- prior knowledge
- image processing
- noisy images
- conditional random fields
- generative and discriminative models
- em algorithm
- image reconstruction
- expectation maximization
- hierarchical hidden markov models
- wavelet domain
- object categories
- total variation
- semi supervised
- dynamic range
- unsupervised learning
- active learning
- feature vectors