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Traditional spectral-based color reproduction technologies cannot achieve the faithful reproduction of the object color.There are errors between reconstructed images and original ones.To solve this problem,an error compensation method is researched in this paper after spectral reflectance reconstruction and dimension reduction of spectral data.Experimental data show that the proposed method can significantly improve spectral accuracy,decrease system disturbance and achieve device-independent and scene-unrelated features.