Fast Sparse Time-frequency Decomposition

Time-frequency analysis plays an important role in seismic data processing and interpretation. A fast algorithm is presented for sparse time-frequency decomposition. A sparsity constraint is used to render the decomposition process unique while producing high resolution energy distribution maps which can be used as a reliable attribute for delineating reservoirs.