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@@ -145,7 +145,7 @@ The coherence of the texture pairs was considered moderate (\mean{4.6}, \sd{1.2}
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\begin{subfigs}{results_questions}{Boxplots of the questionnaire results for each visual hand rendering.}[
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Pairwise Wilcoxon signed-rank tests with Holm-Bonferroni adjustment: * is \pinf{0.05}, ** is \pinf{0.01} and *** is \pinf{0.001}.
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Lower is better for Difficulty and Uncomfortable; higher is better for Realism and Textures Match.%
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Lower is better for Difficulty and Uncomfortable; higher is better for Realism and Textures Match.
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][
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\item By modality.
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\item By task.
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@@ -28,8 +28,7 @@ All pairwise differences were statistically significant.
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\begin{subfigs}{discrimination_accuracy}{Results of the vibrotactile texture roughness discrimination task. }[][
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\item Estimated \PSE of each visual rendering, defined as the amplitude difference at which both reference and comparison textures are perceived to be equivalent. %, \ie the accuracy in discriminating vibrotactile roughness.
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\item Estimated \JND of each visual rendering.
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%, defined as the minimum perceptual amplitude difference, \ie the sensitivity to vibrotactile roughness differences.
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\item Estimated \JND of each visual rendering. %, defined as the minimum perceptual amplitude difference, \ie the sensitivity to vibrotactile roughness differences.
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]
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\subfig[0.35]{results/trial_pses}
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\subfig[0.35]{results/trial_jnds}
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@@ -8,7 +8,7 @@ A \PSE difference in the same range was found for perceived stiffness, with the
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%However, the difference between the \level{Virtual} and \level{Mixed} conditions was not significant.
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%
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Surprisingly, the \PSE of the \level{Real} rendering was shifted to the right (to be "rougher", \percent{7.9}) compared to the reference texture, whereas the \PSEs of the \level{Virtual} (\percent{5.1}) and \level{Mixed} (\percent{1.9}) renderings were perceived as \enquote{smoother} and closer to the reference texture (\figref{results/trial_predictions}).
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The sensitivity of participants to roughness differences also varied, with the \level{Real} rendering having the best \JND (\percent{26}), followed by the \level{Virtual} (\percent{30}) and \level{Virtual} (\percent{33}) renderings (\figref{results/trial_jnds}).
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The sensitivity of participants to roughness differences also varied, with the \level{Real} rendering having the best \JND (\percent{26}), followed by the \level{Virtual} (\percent{30}) and \level{Mixed} (\percent{33}) renderings (\figref{results/trial_jnds}).
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These \JND values are in line with and at the upper end of the range of previous studies \cite{choi2013vibrotactile}, which may be due to the location of the actuator on the top of the finger middle phalanx, being less sensitive to vibration than the fingertip.
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Thus, compared to no visual rendering (\level{Real}), the addition of a visual rendering of the hand or environment reduced the roughness sensitivity (\JND) and the roughness perception (\PSE), as if the virtual vibrotactile textures felt \enquote{smoother}.
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