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arXiv 2203.07482cs.HCcs.AIcs.CYcs.RO
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Audiovisual Affect Assessment and Autonomous Automobiles: Applications

Imperial College London(帝国理工学院);University of Augsburg(奥格斯堡大学);audEERING GmbH(audEERING公司)

Björn W. Schuller, Dagmar M. Schuller

英文摘要:

Emotion and a broader range of affective driver states can be a life decisive factor on the road. While this aspect has been investigated repeatedly, the advent of autonomous automobiles puts a new perspective on the role of computer-based emotion recognition in the car -- the passenger's one. This includes amongst others the monitoring of wellbeing during the commute such as to adjust the driving style or to adapt the info- and entertainment. This contribution aims to foresee according challenges and provide potential avenues towards affect modelling in a multimodal "audiovisual plus x" on the road context. From the technical end, this concerns holistic passenger modelling and reliable diarisation of the individuals in a vehicle. In conclusion, automated affect analysis has just matured to the point of applicability in autonomous vehicles in first selected use-cases, which will be discussed towards the end.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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