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\section{Conclusion}
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\label{conclusion}
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%Summary of the research problem, method, main findings, and implications.
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In this chapter, we designed and implemented a system for rendering virtual visuo-haptic textures that augment a real surface.
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Directly touched with the fingertip, the perceived roughness of the surface can be increased using a wearable vibrotactile voice-coil device mounted on the middle phalanx of the finger.
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We adapted the 1D sinusoidal grating rendering method, common in the literature but not yet integrated in a direct touch context, for use with vision-based pose estimation of the finger and paired it with an \OST-\AR headset.
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The visual latency we measured is typical of \AR systems, and the haptic latency is below the perceptual detection threshold for vibrotactile rendering.
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This system forms the basis of the apparatus for the user studies presented in the next two chapters, which evaluate the user perception of these visuo-haptic texture augmentations.
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%\noindentskip This work was presented and published at the VRST 2024 conference:
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%
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%Erwan Normand, Claudio Pacchierotti, Eric Marchand, and Maud Marchal.
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%\enquote{How Different Is the Perception of Vibrotactile Texture Roughness in Augmented versus Virtual Reality?}.
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%In: \textit{ACM Symposium on Virtual Reality Software and Technology}. Trier, Germany, October 2024. pp. 287--296.
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