### Deep-seismic-prior-based reconstruction of seismic data using convolutional neural networks. (arXiv:1911.08784v1 [cs.LG])

Reconstruction of seismic data with missing traces is a long-standing issue in seismic data processing. In recent years, rank reduction operations are being commonly utilized to overcome this problem, which require the rank of seismic data to be a prior. However, the rank of field data is unknown; usually it requires much time to manually…