Multi-domain and multi-task prediction of extraversion and leadership from meeting videos

Multi-domain and multi-task prediction of extraversion and leadership from meeting videos

Abstract Automatic prediction of personalities from meeting videos is a classical machine learning problem. Psychologists define personality traits as uncorrelated long-term characteristics of human beings. However, human annotations of personality traits introduce cultural and cognitive bias. In th...

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Bibliographic Details
Main Authors: Ahmet Alp Kindiroglu, Lale Akarun, Oya Aran
Format: Article
Language:English
Published: SpringerOpen 2017-11-01
Series:EURASIP Journal on Image and Video Processing
Subjects:
Personality predicition
Transfer learning
Multi-task learning
Meeting analysis
Video blogs
Computer vision
Online Access:http://link.springer.com/article/10.1186/s13640-017-0224-z

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http://link.springer.com/article/10.1186/s13640-017-0224-z

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