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Cross-Cultural Detection of Depression from Nonverbal Behaviour

Alghowinem, Sharifa; Goecke, Roland; Cohn, Jeffrey F.; Wagner, Michael; Parker, Gordon; Breakspear, Michael


Millions of people worldwide suffer from depression. Do commonalities exist in their nonverbal behavior that would enable cross-culturally viable screening and assessment of severity? We investigated the generalisability of an approach to detect depression severity cross-culturally using video-recorded clinical interviews from Australia, the USA and Germany. The material varied in type of interview, subtypes of depression and inclusion healthy control subjects, cultural background, and...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Conference paper
Source: The More the Merrier: Analysing the Affect of a Group of People in Images
DOI: 10.1109/FG.2015.7163113


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