Abstract
To apply makeup style of half-body reference images with complex makeup styles to the source image, we propose a model that combines object detection and makeup transfer. This model uses MTCNN to detect the target of Qinqiang Opera makeup image, and obtains the facial image with only makeup, so as to prevent the effect of makeup migration from being blocked by hair ornaments or hairstyles. And use the facial image obtained from object detection that only contains makeup as the reference image for the makeup transfer section, and use the CPM model to obtain the final result of makeup transfer in the makeup transfer section. In addition, we also collected the Qinqiang Opera character makeup dataset QinqMakeup. The Qinqiang Opera makeup migration method can not only enhance the entertainment of Qinqiang Opera, but also attract young groups and expand its audience. The ancient Qinqiang Opera art will be integrated with modern digital technology to achieve the inheritance and development of Qinqiang Opera, a Intangible cultural heritage.
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