基于人脸表情识别的人物画交互艺术系统设计与实现  

Design and implementation of interactive art system for portrait creation based on facial expression recognition

作　　者：贾凯[1] 李浩楠 曹文琪 潘达[2] JIA Kai;LI Haonan;CAO Wenqi;PAN Da(China Electronics Standardization Institute,Beijing 100007,China;School of Information and Com‐munication Engineering,Communication University of China,Beijing 100024,China)

机构地区：[1]中国电子技术标准化研究院,北京100007 [2]中国传媒大学信息与通信工程学院,北京100024

出　　处：《信息传播研究》2025年第1期81-90,共10页Information and Communication Research

摘　　要：基于人脸表情识别的人物画交互艺术系统体现了技术与艺术融合的创新应用。目前基于人脸表情识别的交互系统受限于自然场景的多种干扰因素,仍未具有较好的演示效果和系统性能。本文采用视觉注意力机制改进人脸表情识别算法,引入通道、空间和多尺度膨胀注意力机制增强特征表示,有效提高了识别准确性和实用性。在此基础上,本文使用Touch Designer软件搭建了一个人物画交互艺术系统,具有良好的艺术展示形式。The interactive art system for character paintings based on facial expression recognition demonstrates an innovative application of the integration of technology and art.Currently,interactive systems based on facial expression recognition are limited by various interfering factors in natural scenes and have not yet achieved satisfactory demonstration effects and system performance.In this paper the facial expression recognition algorithm was improved by adopting a visual attention mechanism,and channel,spatial,and multi-scale dilated attention mechanisms were introduced to enhance feature representation,effectively improving recognition accuracy and practicality.On this basis,in this paper Touch Designer software was used to build an interactive art system for character paintings,which had a good artistic presentation form.

关 键 词：人脸表情识别 人机交互 交互艺术 

分 类 号：TP393.2[自动化与计算机技术—计算机应用技术]