Abstract By removing redundance from oversampling Gabor transform, an improved critical sampling Gabor transform is presented where its synthesis and analysis function possess favorable local properties and regularity simultaneously, while computation complexity of Gabor coefficient as much as that of conventional critical sampling Gabor transform.