Virtual Touch: Computer Vision Augmented Touch-Free Scene Exploration for the Blind or Visually Impaired

Xixuan Julie Liu, Yi Fang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The Blind or Visually Impaired (BVI) individuals use haptics much more frequently than the healthy-sighted in their everyday lives to locate objects and acquire object details. This consequently puts them at higher risk of contracting the virus through close contact during a pandemic crisis (e.g. COVID-19). Traditional canes only give the BVIs limited perceptive range. Our project develops a wearable solution named Virtual Touch to augment the BVI's perceptive power so they can perceive objects near and far in their surrounding environment in a touch-free manner and consequently carry out activities of daily living during pandemics more intuitively, safely, and independently. The Virtual Touch feature contains a camera with a novel point-based neural network TouchNet tailored for real-time blind-centered object detection, and a headphone telling the BVI the semantic labels. Through finger pointing, the BVI end user indicates where he or she is paying attention to relative to their egocentric coordinate system, based on which we build attention-driven spatial intelligence.

Original languageEnglish (US)
Title of host publicationProceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1708-1717
Number of pages10
ISBN (Electronic)9781665401913
DOIs
StatePublished - 2021
Event18th IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021 - Virtual, Online, Canada
Duration: Oct 11 2021Oct 17 2021

Publication series

NameProceedings of the IEEE International Conference on Computer Vision
Volume2021-October
ISSN (Print)1550-5499

Conference

Conference18th IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021
Country/TerritoryCanada
CityVirtual, Online
Period10/11/2110/17/21

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition

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