Dr Noura Al Moubayed noura.al-moubayed@durham.ac.uk
Associate Professor
Dr Noura Al Moubayed noura.al-moubayed@durham.ac.uk
Associate Professor
Y. Vazquez-Alvarez
A. McKay
A. Vinciarelli
Automatic Personality Perception is the task of automatically predicting the personality traits people attribute to others. This work presents experiments where such a task is performed by mapping facial appearance into the Big-Five personality traits, namely Openness, Conscientiousness, Extraversion, Agreeableness and Neuroticism. The experiments are performed over the pictures of the FERET corpus, originally collected for biometrics purposes, for a total of 829 individuals. The results show that it is possible to automatically predict whether a person is perceived to be above or below median with an accuracy close to 70 percent (depending on the trait).
Al Moubayed, N., Vazquez-Alvarez, Y., McKay, A., & Vinciarelli, A. (2014). Face-Based Automatic Personality Perception. In Proceedings of the 22nd ACM international conference on Multimedia - MM '14, November 03–07, 2014, Orlando, FL, USA (1153-1156). https://doi.org/10.1145/2647868.2655014
Presentation Conference Type | Conference Paper (Published) |
---|---|
Conference Name | 22nd ACM international conference on Multimedia - MM '14 |
Online Publication Date | Nov 3, 2014 |
Publication Date | 2014-11 |
Deposit Date | Jan 26, 2016 |
Publisher | Association for Computing Machinery (ACM) |
Pages | 1153-1156 |
Series Title | MM '14 |
Book Title | Proceedings of the 22nd ACM international conference on Multimedia - MM '14, November 03–07, 2014, Orlando, FL, USA. |
ISBN | 9781450330633 |
DOI | https://doi.org/10.1145/2647868.2655014 |
Public URL | https://durham-repository.worktribe.com/output/1151947 |
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