The super-resolution method is very popular and useful in different applications. They might be used in construction of static image from the video, video format conversion, enhance the resolution of image or video. However, they have been quite limited when applying into enhance the video with dynamic textures. In this paper, we propose a super-resolution method for dynamic textures based on the notion of consistency between the estimated pixels, which is derived from the use of kernel regression. The experimental results of this method on dynamic textures are betters than results of interpolation bicubic method.