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Related Experiment Video

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Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study
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Augmented reality powers a cognitive assistant for the blind.

Yang Liu1,2, Noelle Rb Stiles1,3, Markus Meister1

  • 1Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States.

Elife
|November 28, 2018
PubMed
Summary

This study presents a novel augmented reality system that restores vision by conveying scene knowledge, not raw images, to the blind. This cognitive approach enhances visual functions like navigation and spatial memory.

Keywords:
assistive technologyhearinghumanneurosciencesensory substitutionvision

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Area of Science:

  • Neuroscience
  • Computer Science
  • Biomedical Engineering

Background:

  • Current visual prosthetics face bandwidth limitations by conveying raw visual data.
  • Restoring vision at the cognitive level offers an alternative by transmitting extracted scene information.

Purpose of the Study:

  • To develop and evaluate an augmented reality (AR) based system for visual restoration at the cognitive level.
  • To create an intuitive interface for a wearable computer that extracts and communicates essential scene knowledge to blind users.

Main Methods:

  • Implemented an AR interface where objects communicate information to the user on command.
  • Utilized a wearable computer to capture video, extract scene knowledge, and present it in a compact form.
  • Developed an open-source environment for standardized benchmarking of visual assistive devices.

Main Results:

  • The system supports key visual cognition aspects, including obstacle avoidance, scene understanding, spatial memory formation/recall, and navigation.
  • Blind subjects successfully navigated an unfamiliar multi-story building during their first attempt using the system.
  • An open-source benchmarking environment was created to facilitate further research.

Conclusions:

  • Cognitive-level vision restoration via AR and wearable computing is a viable alternative to sensory data transmission.
  • The developed system demonstrates significant potential for enhancing independence and capabilities in visually impaired individuals.
  • Standardized benchmarking is crucial for advancing the field of visual assistive devices.