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This paper presents the study of a new sparse reconstruction method for electrical impedance tomography(EIT).The EIT images are reconstructed based on adaptive patch-based sparse representation.Furthermore,the sparse dictionary is optimized during iteration.Simulation results are provided and compared with that of traditional reconstruction methods.