Human-centred fidelity metrics for virtual environment simulations

Katerina Mania, Heinrich Bulthoff, Douglas Cunningham, Bernard D. Adelstein, Nadia Magnenat Thalmann, Katerina Mania, Nick Mourkoussis, Tom Troscianko, J. Edward Swan

Research output: Contribution to conferencePaper

4 Citations (Scopus)

Abstract

It is increasingly important to provide fidelity metrics for rendered images and interactive virtual environments (VEs) targeting transfer of training in real-world task situations. Computational metrics which aim to predict the degree of fidelity of a rendered image can be based on psychophysical observations. For interactive simulations, psychophysical investigations can be carried out into the degree of similarity between the original and a synthetic simulation. Psychophysics comprises a collection of methods used to conduct non-invasive experiments on humans, the purpose of which is to study mappings between events in an environment and levels of sensory responses to those events. This tutorial will present the techniques and principles towards conducting psychophysical studies, for assessing image quality as well as fidelity of a VE simulation and how results from such studies contribute to VE system design as well as to computational image quality metrics. Methods based on experiments for measuring the perceptual equivalence between a real scene and a computer simulation of the same scene will be reported. These methods are presented through the study of human vision and include using photo-realistic computer graphics to depict complex environments and works of art. In addition, physical and psychophysical fidelity issues in the assessment of virtual environments will be emphasised. Specifications for correct matching between the psychophysical characteristics of the displays and the human users' sensory and motor systems will be discussed as well as some examples of the consequences when systems fail to be physically well matched to their users. Complete experimental cycles will be described from the initial idea and design, to pilot study, experimental redesign, data collection, analysis and post-experiment lessons learned. Examples will include research on spatial orientation in Virtual Reality, assessing fidelity of flight simulators, fidelity of simulation of humans and clothing and measuring perceptual sensitivity to latency. This tutorial requires no fundamental prerequisites. It would help if the attendee had some knowledge of experimental design, and of some personal experience of computer graphics and simulation systems. However, the course will be self-contained.

Original languageEnglish
Number of pages1
Publication statusPublished - 2005
EventIEEE Virtual Reality 2005 - Bonn, Germany
Duration: 2005 Mar 122005 Mar 16

Other

OtherIEEE Virtual Reality 2005
CountryGermany
CityBonn
Period05/3/1205/3/16

ASJC Scopus subject areas

  • Engineering(all)

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    Mania, K., Bulthoff, H., Cunningham, D., Adelstein, B. D., Thalmann, N. M., Mania, K., Mourkoussis, N., Troscianko, T., & Swan, J. E. (2005). Human-centred fidelity metrics for virtual environment simulations. Paper presented at IEEE Virtual Reality 2005, Bonn, Germany.