Fast-PADMA: Rapidly Adapting Facial Affect Model From Similar Individuals

IEEE Transactions on Multimedia, pp. 1901-1915, 2018.

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Computational modelingAdaptation modelsFace recognitionData modelsPrototypesMore(2+)

Abstract:

A user-specific model generally performs better in facial affect recognition. Existing solutions, however, have usability issues since the annotation can be long and tedious for the end users (e.g., consumers). We address this critical issue by presenting a more user-friendly user-adaptive model to make the personalized approach more prac...More

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