Application of ICA technique of seismic attributes extraction can eliminate the coherent information of seismic attributes with its high-level statistical properties, purify the slice of lateral seismic attribution, and remove random interference with no connection with target stratum. The results show that this method can effectively separate the independent seismic attributes and realize the purpose of attribute extraction.