基于计算机视觉的数字电影色彩风格可视化系统设计与应用  

Design and Application of a Digital Movie Color Style Visualization System Based on Computer Vision

作　　者：黄薇薇 陈玲玲 HUANG Weiwei;CHEN Lingling(Liuzhou Institute of Technology,Liuzhou,Guangxi 545616,China)

机构地区：[1]柳州工学院,广西柳州545616

出　　处：《自动化与仪器仪表》2025年第3期242-246,共5页Automation & Instrumentation

基　　金：2024年柳州市科协软课题《柳州产学研用协同创新模式与实践研究》(柳科协软202405号)。

摘　　要：为了满足用户对应用界面多样化色彩风格的需求,以数字电影色彩风格为例,设计了一种基于计算机视觉的数字电影色彩风格可视化系统。首先对系统整体框架进行设计,然后搭建基于循环生成对抗网络的界面色彩风格迁移模型作为系统核心,最后分别对核心模型和数字电影色彩风格可视化系统进行实验测试。实验结果表明:设计的基于循环生成对抗网络的界面色彩风格迁移模型SSIM值保持在0.9以上,PSNR值保持在19以上,代表该模型生成的目标界面和迁移体界面相似度高,图像失真程度小,生成的目标界面清晰度高,综合性能良好,具有可行性和有效性,可以满足数字电影色彩风格可视化系统使目标界面清晰、准确地转换为数字电影色彩风格,实现用户根据自己的喜好将移动应用界面转化为数字电影色彩风格的需求。In order to meet the needs of users for diverse color styles in application interfaces,this article takes digital movie color styles as an example and designs a computer vision based digital movie color style visualization system.Firstly,design the overall framework of the system,then build an interface color style transfer model based on a cyclic generative adversarial network as the core of the system.Finally,conduct experimental tests on the core model and the digital movie color style visualization system.The experimental results show that the SSIM value and PSNR value of the interface color style transfer model based on the cyclic generative adversarial network designed in this article are kept above 0.9 and above 19,indicating that the target interface and transfer body interface generated by the model have high similarity,low image distortion,high clarity of the generated target interface,good overall performance,feasibility and effectiveness.It can meet the needs of the digital movie color style visualization system to convert the target interface into a digital movie color style clearly and accurately,and achieve the user's need to convert the mobile application interface into a digital movie color style according to their own preferences.

关 键 词：计算机视觉 数字电影色彩风格 可视化系统 循环生成对抗网络 

分 类 号：TP39[自动化与计算机技术—计算机应用技术]