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How much training data for facial action unit detection?

By systematically varying the number of subjects and the number of frames per subject, we explored the influence of training set size on appearance and shape-based approaches to facial action unit (AU) detection. Digital video and expert coding of spontaneous facial activity from 80 subjects (over 3...

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Detalhes bibliográficos
Publicado no:IEEE Int Conf Autom Face Gesture Recognit Workshops
Main Authors: Girard, Jeffrey M., Cohn, Jeffrey F., Jeni, László A., Lucey, Simon, De la Torre, Fernando
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4893200/
https://ncbi.nlm.nih.gov/pubmed/27275131
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/FG.2015.7163106
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