Unsupervised Deep Learning for Random Noise Attenuation of Seismic Data.
Bin LiuJinghang YueZhiwu ZuoXinji XuChao FuSenlin YangPeng JiangPublished in: IEEE Geosci. Remote. Sens. Lett. (2022)
Keyphrases
- deep learning
- random noise
- seismic data
- unsupervised learning
- deep architectures
- weakly supervised
- restricted boltzmann machine
- deep belief networks
- unsupervised feature learning
- supervised learning
- machine learning
- semi supervised
- dimensionality reduction
- mental models
- training data
- maximum likelihood
- expectation maximization
- text classification
- topic models
- dynamic range
- higher order
- multiresolution
- pattern recognition