MR-Sense: A Mixed Reality Environment Search Assistant for Blind and Visually Impaired People

Hannah Schieber, Constantin Kleinbeck, Luisa Theelke, Miriam Kraft, Julian Kreimeier, Daniel Roth

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Search tasks can be challenging for blind or visually impaired people. To determine an object's location and to navigate there, they often rely on the limited sensory capabilities of a white cane, search haptically, or ask for help. We introduce MR-Sense, a mixed reality assistant to support search and navigation tasks. The system is designed in a participatory fashion and utilizes sensory data of a standalone mixed reality head-mounted display to perform deep learning-driven object recognition and environment mapping. The user is supported in object search tasks via spatially mapped audio and vibrotactile feedback. We conducted a preliminary user study including ten blind or visually impaired participants and a final user evaluation with thirteen blind or visually impaired participants. The final study reveals that MR-Sense alone cannot replace the cane but provides a valuable addition in terms of usability and task load. We further propose a standardized evaluation setup for replicable studies and highlight relevant potentials and challenges fostering future work towards employing technology in accessibility.

Original languageEnglish
Title of host publicationProceedings - 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality, AIxVR 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages166-175
Number of pages10
ISBN (Electronic)9798350372021
DOIs
StatePublished - 2024
Externally publishedYes
Event6th IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality, AIxVR 2024 - Los Angeles, United States
Duration: 17 Jan 202419 Jan 2024

Publication series

NameProceedings - 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality, AIxVR 2024

Conference

Conference6th IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality, AIxVR 2024
Country/TerritoryUnited States
CityLos Angeles
Period17/01/2419/01/24

Keywords

  • accessibility
  • blind and visually impaired people
  • mixed reality

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