At present, the application scope of sparse representation is mainly limited to the field of natural signals, and the application prospect in the field of unnatural data signals is not clear. According to the characteristics of the application of sparse representation in various fields, the application types of sparse representation can be divided into reconstruction based applications and classification based applications
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