Highlights •Nonuniform E-field is restored by measuring E-FISH signals along probing laser.•Convergence of inversion algorism related to measuring system parameter is given.•Accuracy of inversion algorism is validated via experimental investigations.•Robustness of inversion algorism in resisting measurement noise is confirmed.