Using Affective Computing for Proxemic Interactions in Mixed-Reality
Title | Using Affective Computing for Proxemic Interactions in Mixed-Reality |
Publication Type | Conference Paper |
Year of Publication | 2018 |
Authors | Roberts, Jasmine |
Conference Name | Proceedings of the Symposium on Spatial User Interaction |
Publisher | ACM |
ISBN Number | 978-1-4503-5708-1 |
Keywords | affective computing, augmented reality, Human Behavior, mixed reality, privacy, proxemics, pubcrawl, Resiliency, Scalability |
Abstract | Immersive technologies have been touted as empathetic mediums. This capability has yet to be fully explored through machine learning integration. Our demo seeks to explore proxemics in mixed-reality (MR) human-human interactions. The author developed a system, where spatial features can be manipulated in real time by identifying emotions corresponding to unique combinations of facial micro-expressions and tonal analysis. The Magic Leap One is used as the interactive interface, the first commercial spatial computing head mounted (virtual retinal) display (HUD). A novel spatial user interface visualization element is prototyped that leverages the affordances of mixed-reality by introducing both a spatial and affective component to interfaces. |
URL | https://dl.acm.org/citation.cfm?doid=3267782.3274692 |
DOI | 10.1145/3267782.3274692 |
Citation Key | roberts_using_2018 |