A Layered Algorithm of Style Transfer

Abstract

Image Style transfer techniques can be applied in many fields, such as artistic creation, film, and television special effects, etc. It is a hot and difficult research topic in image processing. With the rapid development of the mobile Internet, fantasy pictures created through style transfer and shared on social networking sites are very popular and hot. The style transfer algorithm based on CNN is the current mainstream method because of its speed and efficiency. However, the current style transfer methods mainly target the entire image and lack pertinence. In addition, these methods always over-transfer style features and lack the details of the main content of the picture, which affects the aesthetics of the resulting picture. In this paper, we mainly studies image layered style transfer technology and propose a new style transfer algorithm that can highlight the details of the ROI in the image by introducing the color transfer Reinhard algorithm which can enrich the diversity of style transfer methods and provide people with new creative methods.