Structurally-Constrained Unsupervised Deep Learning for Seismic High-Resolution Reconstruction.
Yongxiao WangJingyi XuZhencong ZhaoYang GaoHao ZhangPublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- deep learning
- high resolution
- unsupervised learning
- deep architectures
- low resolution
- weakly supervised
- restricted boltzmann machine
- super resolution
- deep belief networks
- unsupervised feature learning
- high quality
- supervised learning
- machine learning
- semi supervised
- image processing
- sparse coding
- dimensionality reduction
- bayesian networks
- three dimensional
- mental models
- online learning
- superpixels
- expectation maximization
- higher order
- viewpoint
- object recognition
- face recognition
- feature selection