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Image or video appearance features (e.g., color, texture, tone, illumination,and so on) reflect one's visual perception and direct impression of an image orvideo. Given a source image (video) and a target image (video), the image(video) color transfer technique aims to process the color of the source imageor video (note that the source image or video is also referred to the referenceimage or video in some literature) to make it look like that of the targetimage or video, i.e., transferring the appearance of the target image or videoto that of the source image or video, which can thereby change one's perceptionof the source image or video. As an extension of color transfer, style transferrefers to rendering the content of a target image or video in the style of anartist with either a style sample or a set of images through a style transfermodel. As an emerging field, the study of style transfer has attracted theattention of a large number of researchers. After decades of development, ithas become a highly interdisciplinary research with a variety of artisticexpression styles can be achieved. This paper provides an overview of colortransfer and style transfer methods over the past years.

An Overview of Color Transfer and Style Transfer for Images and Videos