Investigating Automatic Dominance Estimation in Groups From Visual Attention and Speaking Activity
| Type of publication: | Conference paper |
| Citation: | Hung_ICMI_2008 |
| Booktitle: | International Conference on Multi-modal Interfaces |
| Year: | 2008 |
| Abstract: | We study the automation of the visual dominance ratio (VDR); a classic measure of displayed dominance in social psychology literature, which combines both gaze and speaking activity cues. The VDR is modified to estimate dominance in multi-party group discussions where natural verbal exchanges occur and other visual targets such as a table and slide screen are present. Our findings suggest that fully automated versions of these measures can estimate effectively the most dominant person in a meeting and can approximate the dominance estimation performance when manual labels of visual attention are used. |
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| Projects |
Idiap AMIDA VACE IM2 |
| Authors | |
| Added by: | [UNK] |
| Total mark: | 0 |
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