Harris corner detection is a classical algorithm, but has not the property of scale invariant. In this paper, the multi-resolution idea is introduced into the Harris algorithm, and the wavelet-based formula for measuring the image intensity variation is developed, meanwhile, the auto-correlation matrix is obtained that reflected the scale variation information. Then, a novel Harris multi-scale corner detection algorithm wavelet-based is presented, which might detect the corners in different scales and overc...