3-D Data Interpolation and Denoising by an Adaptive Weighting Rank-Reduction Method Using Multichannel Singular Spectrum Analysis Algorithm.Addressing insufficient and irregular sampling is a difficult challenge in seismic processing and imaging. 
Multichannel Singular Spectrum Analysis Algorithm
These methods are based on rank reduction of the trajectory matrices using truncated singular value decomposition (TSVD). 
TSVD