A method for processing a video is disclosed. The method comprises: obtaining a type and an angle of a template for each picture of the video independently, each template defining a portion of harmonious color values; temporally filtering the types and angles over the video; processing each picture of the video, wherein processing the picture comprises mapping the colors of the picture into the template associated with the picture and defined by the filtered type and the filtered angle.