My research interests are in applied machine learning, computer vision, data science and their applications to education, affective computing, and human behavior recognition. My work is highly interdisciplinary and frequently intersects cognitive science, psychology, and education. Before joining WPI, I was a research scientist at the Office of the Vice Provost for Advances in Learning at Harvard University. In 2012, I co-founded Emotient, a San Diego-based startup company for automatic emotion and facial expression recognition. I also love teaching and have lectured, mentored, and tutored students in the USA, South Africa, Rwanda, and Germany.
My research interests are in applied machine learning, computer vision, data science and their applications to education, affective computing, and human behavior recognition. My work is highly interdisciplinary and frequently intersects cognitive science, psychology, and education. Before joining WPI, I was a research scientist at the Office of the Vice Provost for Advances in Learning at Harvard University. In 2012, I co-founded Emotient, a San Diego-based startup company for automatic emotion and facial expression recognition. I also love teaching and have lectured, mentored, and tutored students in the USA, South Africa, Rwanda, and Germany.
Scholarly Work
Personalized facial attractiveness prediction J Whitehill, JR Movellan Automatic Face & Gesture Recognition, 2008. FG'08. 8th IEEE International ...
Generalized adaptive view-based appearance model: Integrated framework for monocular head pose estimation LP Morency, J Whitehill, J Movellan Automatic Face & Gesture Recognition, 2008. FG'08. 8th IEEE International ...
Building a more effective teaching robot using apprenticeship learning P Ruvolo, J Whitehill, M Virnes, J Movellan 2008 7th IEEE International Conference on Development and Learning, 209-214
Measuring the perceived difficulty of a lecture using automatic facial expression recognition J Whitehill, M Bartlett, J Movellan International Conference on Intelligent Tutoring Systems, 668-670
Developing a practical smile detector J Whitehill, G Littlewort, I Fasel, M Bartlett, J Movellan Proc. IEEE Int. Conf. Automatic Face and Gesture Recognition 2, 7
Automatic real-time facial expression recognition for signed language translation JR Whitehill Department of Computer Science, University of the Western Cape