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Toward Spatial Temporal Consistency of Joint Visual Tactile Perception in VR Applications

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arxiv 2312.16391 v2 pith:Z3Y3KP4K submitted 2023-12-27 cs.RO

Toward Spatial Temporal Consistency of Joint Visual Tactile Perception in VR Applications

classification cs.RO
keywords vibrotactilevisualacquisitionconsistencyinformationperceptionspatialtactile
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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With the development of VR technology, especially the emergence of the metaverse concept, the integration of visual and tactile perception has become an expected experience in human-machine interaction. Therefore, achieving spatial-temporal consistency of visual and tactile information in VR applications has become a necessary factor for realizing this experience. The state-of-the-art vibrotactile datasets generally contain temporal-level vibrotactile information collected by randomly sliding on the surface of an object, along with the corresponding image of the material/texture. However, they lack the position/spatial information that corresponds to the signal acquisition, making it difficult to achieve spatiotemporal alignment of visual-tactile data. Therefore, we develop a new data acquisition system in this paper which can collect visual and vibrotactile signals of different textures/materials with spatial and temporal consistency. In addition, we develop a VR-based application call "V-Touching" by leveraging the dataset generated by the new acquisition system, which can provide pixel-to-taxel joint visual-tactile perception when sliding over the surface of objects in the virtual environment with distinct vibrotactile feedback of different textures/materials.

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