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Daniel McDuff · Mohammad Mavadati · May Amr · Jay Turcot · Rana el Kaliouby

280 citations0/0 files storedCHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA)

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Emotion and Mood Recognition Face recognition and analysis Face and Expression Recognition

Abstract

We present a real-time facial expression recognition toolkit that can automatically code the expressions of multiple people simultaneously. The toolkit is available across major mobile and desktop platforms (Android, iOS, Windows). The system is trained on the world's largest dataset of facial expressions and has been optimized to operate on mobile devices and with very few false detections. The toolkit offers the potential for the design of novel interfaces that respond to users' emotional states based on their facial expressions. We present a demonstration application that provides real-time visualization of the expressions captured by the camera.

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1997Affective Computing 1978Facial Action Coding System 2007EMOTION IN HUMAN-COMPUTER INTERACTION

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2018Personalized machine learning for robot perception of affect and engagement in autism therapy 2020Teaching and learning with children: Impact of reciprocal peer learning with a social robot on children’s learning and emotive engagement 2019Emotions as core building blocks of an experience 2020A performance comparison of eight commercially available automatic classifiers for facial affect recognition 2023Py-Feat: Python Facial Expression Analysis Toolbox 2019A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education 2023Real-time facial emotion recognition system among children with autism based on deep learning and IoT 2020Measuring the evolution of facial ‘expression’ using multi-species FACS

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