For Now We See through an AI Darkly; but Then Face-to-Face: A Brief Survey of Emotion Recognition in Biometric Art

Devon Schiller
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Abstract

Our knowledge about the facial expression of emotion may well be entering an age of scientific revolution. Conceptual models for facial behavior and emotion phenomena appear to be undergoing a paradigm shift brought on at least in part by advances made in facial recognition technology and automated facial expression analysis. And the use of technological labor by corporate, government, and institutional agents for extracting data capital from both the static morphology of the face and dynamic movement of the emotions is accelerating. Through a brief survey, the author seeks to introduce what he terms biometric art, a form of new media art on the cutting-edge between this advanced science and technology about the human face. In the last ten years, an increasing number of media artists in countries across the globe have been creating such biometric artworks. And today, awards, exhibitions, and festivals are starting to be dedicated to this new art form. The author explores the making of this biometric art as a critical practice in which artists investigate the roles played by science and technology in society, experimenting, for example, with Basic Emotions Theory, emotion artificial intelligence, and the Facial Action Coding System. Taking a comprehensive view of art, science, and technology, the author surveys the history of design for biometric art that uses facial recognition and emotion recognition, the individuals who create such art and the institutions that support it, as well as how this biometric art is made and what it is about. By so doing, the author contributes to the history, practice, and theory for the facial expression of emotion, sketching an interdisciplinary area of inquiry for further and future research, with relevance to academicians and creatives alike who question how we think about what we feel.
现在我们通过AI看到黑暗;然后是面对面:生物识别艺术中情绪识别的简要调查
我们关于面部表情的知识很可能正在进入一个科学革命的时代。面部行为和情绪现象的概念模型似乎正在经历范式转变,至少部分原因是面部识别技术和自动面部表情分析的进步。企业、政府和机构代理人利用技术劳动力,从面部的静态形态和情绪的动态运动中提取数据资本的速度正在加快。通过一个简短的调查,作者试图介绍他所谓的生物识别艺术,一种新媒体艺术的形式,在这一先进的科学和技术之间的前沿关于人脸。在过去的十年里,全球各国越来越多的媒体艺术家都在创作这种生物识别艺术作品。今天,奖项、展览和节日都开始致力于这种新的艺术形式。作者将这种生物识别艺术的创作作为一种批判性实践进行了探讨,在这种实践中,艺术家们研究了科学和技术在社会中所扮演的角色,例如实验了基本情绪理论、情感人工智能和面部动作编码系统。以艺术,科学和技术的综合观点,作者调查了使用面部识别和情感识别的生物识别艺术设计的历史,创造这种艺术的个人和支持它的机构,以及这种生物识别艺术是如何制作的以及它是关于什么的。通过这样做,作者为情感面部表情的历史、实践和理论做出了贡献,为进一步和未来的研究勾画了一个跨学科的探索领域,与质疑我们如何思考我们的感受的学者和创意人员都有关联。
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