Aiming at SHS blind-data error and analyzing the formation mechanism and distribution characteristics, a global threshold judge method and windowing technique are proposed, which combines the detection and repair of interferogram blind-data. Through blind-data correction experiment on continuous light sources and atmospheric carbon dioxide absorption interferogram, the result shows that the algorithm does not destroy the interferogram quantity of information while the compensation of blind-data error, which improves the accuracy of spectral reconstruction.