论文标题
图像和视频的色彩传输和样式转移的概述
An Overview of Color Transfer and Style Transfer for Images and Videos
论文作者
论文摘要
图像或视频外观特征（例如颜色，纹理，音调，照明等）反映了一个人的视觉感知和对图像或视频的直接印象。给定的源图像（视频）和目标图像（视频），图像（视频）颜色传输技术旨在处理源图像或视频的颜色（请注意，在某些文献中，也将源图像或视频引用到参考图像或视频），以使其看起来像目标图像或视频的视频，即将目标图像或视频的外观转移到源图像或视频的外观，这些图像或视频是源图像或视频。作为色彩传递的扩展，样式转移是指以风格样本或通过样式传输模型的样式样本或一组图像的艺术家的样式呈现目标图像或视频的内容。作为一个新兴领域，对风格转移的研究吸引了许多研究人员的注意。经过数十年的发展，它已成为一项高度的跨学科研究，并可以实现各种艺术表达方式。本文概述了过去几年的色彩转移和样式转移方法。
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 or video. Given a source image (video) and a target image (video), the image (video) color transfer technique aims to process the color of the source image or video (note that the source image or video is also referred to the reference image or video in some literature) to make it look like that of the target image or video, i.e., transferring the appearance of the target image or video to that of the source image or video, which can thereby change one's perception of the source image or video. As an extension of color transfer, style transfer refers to rendering the content of a target image or video in the style of an artist with either a style sample or a set of images through a style transfer model. As an emerging field, the study of style transfer has attracted the attention of a large number of researchers. After decades of development, it has become a highly interdisciplinary research with a variety of artistic expression styles can be achieved. This paper provides an overview of color transfer and style transfer methods over the past years.
