Access the full text.
Sign up today, get DeepDyve free for 14 days.
Jeremy Fishel, Gerald Loeb (2012)
Sensing tactile microvibrations with the BioTac — Comparison with human sensitivity2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob)
Xiaojuan Chen, F. Shao, C. Barnes, Tom Childs, B. Henson (2009)
Exploring Relationships between Touch Perception and Surface Physical Properties
T. Yoshioka, S. Bensmaia, J. Craig, S. Hsiao (2007)
Texture perception through direct and indirect touch: An analysis of perceptual space for tactile textures in two modes of explorationSomatosensory & Motor Research, 24
B. Falk, A. Neumann, Falk Simon, Andrea Stoll, R. Schmitt (2014)
Correlation between haptically perceived quality characteristics and measured technical parameters for leather surfacestm – Technisches Messen, 81
W. Tiest, A. Kappers (2007)
Haptic and visual perception of roughness.Acta psychologica, 124 2
M. Grunwald (2008)
Human haptic perception : basics and applications
W. Tiest, A. Kappers (2006)
Analysis of haptic perception of materials by multidimensional scaling and physical measurements of roughness and compressibility.Acta psychologica, 121 1
Elisabeth Baumgartner, Christiane Wiebel, K. Gegenfurtner (2013)
Visual and haptic representations of material properties.Multisensory research, 26 5
Detlef Nauck, F. Klawonn, R. Kruse (1994)
Neuronale Netze und Fuzzy-Systeme
P. Shrout, J. Fleiss (1979)
Intraclass correlations: uses in assessing rater reliability.Psychological bulletin, 86 2
Waka Fujisaki, M. Tokita, Kenji Kariya (2015)
Perception of the material properties of wood based on vision, audition, and touchVision Research, 109
D. Cicchetti, S. Sparrow (1990)
Assessment of adaptive behavior in young children.
Aradhna Krishna, M. Morrin (2008)
Does Touch Affect Taste? The Perceptual Transfer of Product Container Haptic CuesMKTG: Affect & Emotion (Topic)
W. Niehsen, Rainer Garnitz, M. Weilkes, M. Stämpfle (2005)
Informationsfusion für Fahrerassistenzsysteme
J. Fishel (2012)
Design and use of a biometic tactile microvibration sensor with human-like sensitivity and its application in texture discriminaton using Bayesian exploration
S. Lederman, M. Taylor (1972)
Fingertip force, surface geometry, and the perception of roughness by active touchPerception & Psychophysics, 12
This paper aims to provide an approach of modeling haptic impressions of surfaces over a wide range of applications by using multiple sensor sources.Design/methodology/approachA multisensory measurement experiment was conducted using various leather and artificial leather surfaces. After processing of measurement data and feature extraction, different learning algorithms were applied to the measurement data and a corresponding set of data from a sensory study. The study contained evaluations of the same surfaces regarding descriptors of haptic quality (e.g. roughness) by human subjects and was conducted in a former research project.FindingsThe research revealed that it is possible to model and project haptic impressions by using multiple sensor sources in combination with data fusion. The presented method possesses the potential for an industrial application.Originality/valueThis paper provides a new approach to predict haptic impressions of surfaces by using multiple sensor sources.
Sensor Review – Emerald Publishing
Published: May 24, 2018
Keywords: Haptic devices; Sensor fusion; Neural networks; Metrology; Perceived quality; Human haptic prediction
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.