Objective. Exploring a feasible method for studying users’ subjective preferences of image samples based on style transfer; exploring contemporary young people’s subjective preference for different styles in the historical development of Taohuawu New Year painting. Methods. A detailed review of the development and style evolution of Taohuawu New Year painting. CycleGAN (Cycle Generative Adversarial Networks) was used to transfer the two artistic styles of Changmen Kusu Prints and Taohuawu woodblock New Year paintings to the typical representative pictures of Taohuawu New Year pictures, and to conduct user preference experiments on the images of the two styles. Results. The images of Changmen Kusu Prints style had higher user preference. Conclusions. CycleGAN can be effectively applied to the study of users’ subjective preference for images; Changmen Kusu Prints is more favored by contemporary young people in terms of quality, style and subject matter, and it is necessary to focus on its inheritance and development.
Research on User’s Subjective Preference of Taohuawu New Year Painting Based on CycleGAN
Lect. Notes Electrical Eng.
International Conference on Man-Machine-Environment System Engineering ; 2022 ; Beijing, China October 21, 2022 - October 23, 2022
2022-08-21
10 pages
Article/Chapter (Book)
Electronic Resource
English
Research on User's Preference for Motorcycle Engine Noise
British Library Conference Proceedings | 2006
|Based on CycleGAN infrared ship image expansion method
SPIE | 2020
|Depth adjustment for stereoscopic images and subjective preference evaluation
British Library Online Contents | 2011
|