The measurement of diffuse skin reflectance spectrum has important applications, but require accurate and fast measurements. In this study, we proposed several methods for reconstructing the diffuse skin reflectance spectrum using several existing datasets. These methods can reconstruct the spectrum of an area by only capturing the images under several LED illuminations, instead of using comprehensive systems. A comprehensive system is being built to collect a ground-truth dataset, and also used to test the performance of the proposed methods.