Search

In order to protect the cultural heritage of opera costumes, establish visual labels for opera costumes, accelerate the establishment of a database for opera costumes, and increase the dissemination of opera culture, we propose an improved You Only Look Once (YOLO) v5-based opera costume recognition model for opera costumes with a wide range of styles, rich colors, and complex stage environments. By adding Coordinate Attention (CA) mechanism to the backbone of YOLOv5, the network can focus on more interesting information when extracting features; replacing the original feature pyramid module with a weighted bidirectional feature pyramid module in the Neck part to achieve efficient fusion of features; replacing the original loss function GIOU with DIOU to improve the detection accuracy and convergence speed. The average detection accuracy of the improved YOLOv5 model reaches 86.3% and its inference speed reaches 28 ms per frame through experiments on the homemade Chinese costume dataset, which improves the average detection accuracy by 3.1% compared with the original model, and has good robustness in detecting complex scenes such as covered targets, light-colored costumes, cross targets, dense targets and different angles. The model meets the requirements for accuracy and real-time costume recognition in complex theatrical environments. [ABSTRACT FROM AUTHOR]

Yue Opera is known as the second most important national opera in China. The costume is an important part of the performance of Yue Opera, which carries the culture and history of Yue Opera. The purpose of this paper is to attempt a virtual simulation of Yue Opera costumes through an understanding and analysis of Yue Opera costumes, as well as to use the extracted elements related to Yue Opera costumes for modern fashion design based on Yue Opera costume style. The research method of this paper is to draw 12 sets of traditional costumes of Yue Opera by understanding and studying the costume culture of Yue Opera and transform them into a 3D digital virtual presentation of the costumes. The costume elements are then extracted for costume design so that the designed fashions can reflect the cultural characteristics of Yue Opera, and then virtual simulation technology is used for costume display to realize the dissemination of Yue Opera costume culture. The use of three-dimensional virtual simulation technology to digitize costumes contributes to the preservation and dissemination of Yue Opera costume culture. Secondly, the design of modern fashion using the concept of Yue Opera plays a role in the preservation and dissemination of Yue Opera costume culture. [ABSTRACT FROM AUTHOR]

Qin opera culture has a long history in China for thousands of years. It is the ancestor of Chinese opera. However, with the development of modern technology and the rise of new media, the protection and inheritance of traditional Qin opera culture is facing a new challenge and opportunity, its costume culture is the same. This paper analyzes the style and structure of Qin opera costumes, extracts the colors of the costumes, summarizes the costume patterns, and then uses the three-dimensional (3D) virtual visualization technology to virtually restore the Qin opera costume, and innovates the Qin opera costume. In this paper, twelve sets of traditional Qin opera costumes are virtually restored, and on this basis, the digital protection and innovative design of Qin opera series costumes are carried out, and all the restored costumes are displayed digitally in an all-round way. The combination of Qin opera costume and digital protection extends the application scope of virtual visualization technology and enriches the transmission mode of Qin opera costume. This study inherits and protects the traditional Qin opera costume culture better. [ABSTRACT FROM AUTHOR]