Research on user's facial expression analysis when watching TV

HongXia Wang; Fei Xu; XiangYu Yan; Hui Li

doi:10.1117/12.2684270

1 August 2023 Research on user's facial expression analysis when watching TV

HongXia Wang, Fei Xu, XiangYu Yan, Hui Li

Proceedings Volume 12754, Third International Conference on Computer Vision and Pattern Analysis (ICCPA 2023); 1275422 (2023) https://doi.org/10.1117/12.2684270
Event: 2023 3rd International Conference on Computer Vision and Pattern Analysis (ICCPA 2023), 2023, Hangzhou, China

Abstract

Facial expression is a basic way to express human emotions, and it is the primary medium for individuals to communicate with others. The display of facial expressions can better understand the other person's feelings and emotions. With the continuous development of artificial intelligence technology, the demand for human-computer interaction has also increased. The development of artificial intelligence plays an important role in face recognition and micro-expression changes when users watch IPTV. Because of the small range of motion and fast change of micro-expression, it is difficult to analyze it manually. Therefore, it is very necessary to develop a reliable recognition system. In this paper, the face recognition model facenet model is used to learn the image features of the face, Yolov5 and Yolox neural network are used as the basis to compare the models trained, and the performance of the selected model is tested to select the best effect.

Citation Download Citation

HongXia Wang, Fei Xu, XiangYu Yan, and Hui Li "Research on user's facial expression analysis when watching TV", Proc. SPIE 12754, Third International Conference on Computer Vision and Pattern Analysis (ICCPA 2023), 1275422 (1 August 2023); https://doi.org/10.1117/12.2684270

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