Hauser Steven C, McIntyre Sarah, Israr Ali, Olausson Håkan, Gerling Gregory J
Systems Engineering, Mechanical Engineering and Biomedical Engineering at the University of Virginia, Charlottesville, VA, USA.
Center for Social and Affective Neuroscience (CSAN), Linköping University, Sweden.
World Haptics Conf. 2019 Jul;2019:407-412. doi: 10.1109/whc.2019.8816169. Epub 2019 Aug 29.
Couples often communicate their emotions, e.g., love or sadness, through physical expressions of touch. Prior efforts have used visual observation to distinguish emotional touch communications by certain gestures tied to one's hand contact, velocity and position. The work herein describes an automated approach to eliciting the essential features of these gestures. First, a tracking system records the timing and location of contact interactions in 3-D between a toucher's hand and a receiver's forearm. Second, data post-processing algorithms extract dependent measures, derived from prior visual observation, tied to the intensity and velocity of the toucher's hand, as well as areas, durations and parts of the hand in contact. Third, behavioral data were obtained from five couples who sought to convey a variety of emotional word cues. We found that certain combinations of six dependent measures well distinguish the touch communications. For example, a typical sadness expression invokes more contact, evolves more slowly, and impresses less deeply into the forearm than a typical attention expression. Furthermore, cluster analysis indicates 2-5 distinct expression strategies are common per word being communicated. Specifying the essential features of touch communications can guide haptic devices in reproducing naturalistic interactions.
情侣们常常通过身体接触的方式来表达他们的情感,比如爱意或悲伤。先前的研究通过视觉观察,依据与手部接触、速度和位置相关的特定手势来区分情感触摸交流。本文介绍了一种自动提取这些手势基本特征的方法。首先,一个跟踪系统记录触摸者的手与接收者的前臂之间三维接触互动的时间和位置。其次,数据后处理算法提取从先前视觉观察中得出的相关测量值,这些测量值与触摸者手部的力度和速度,以及接触的手部面积、持续时间和部位有关。第三,从五对试图传达各种情感词汇线索的情侣那里获取了行为数据。我们发现六个相关测量值的某些组合能够很好地区分触摸交流。例如,与典型的引起注意的表达相比,典型的悲伤表达会有更多的接触,发展得更缓慢,并且在前臂上留下的印记也更浅。此外,聚类分析表明,每传达一个词汇,通常有2到5种不同的表达策略。明确触摸交流的基本特征可以指导触觉设备再现自然的互动。