Unsupervised Erratic Seismic Noise Attenuation With Robust Deep Convolutional Autoencoders.
Feng QianWei GuoZhangbo LiuHongtao YuGulan ZhangGuangmin HuPublished in: IEEE Trans. Geosci. Remote. Sens. (2022)
Keyphrases
- deep belief networks
- deep learning
- restricted boltzmann machine
- unsupervised learning
- image noise
- noisy environments
- salt pepper
- signal to noise ratio
- sparse coding
- semi supervised
- deep architectures
- seismic data
- noise reduction
- geometric distortions
- weak edges
- imaging artifacts
- denoising
- hierarchical models
- machine learning
- unsupervised feature learning
- robust statistical
- random noise
- input data
- signal processing
- learning algorithm