Enhancing the Travel Experience for People with Visual Impairments through Multimodal Interaction: NaviGPT, A Real-Time AI-Driven Mobile Navigation System
Assistive technologies for people with visual impairments (PVI) have made significant advancements, particularly with the integration of artificial intelligence (AI) and real-time sensor technologies. However, current solutions often require PVI to switch between multiple apps and tools for tasks like image recognition, navigation, and obstacle detection, which can hinder a seamless and efficient user experience. In this paper, we present NaviGPT, a high-fidelity prototype that integrates LiDAR-based obstacle detection, vibration feedback, and large language model (LLM) responses to provide a comprehensive and real-time navigation aid for PVI. Unlike existing applications such as Be My AI and Seeing AI, NaviGPT combines image recognition and contextual navigation guidance into a single system, offering continuous feedback on the user's surroundings without the need for app-switching. Meanwhile, NaviGPT compensates for the response delays of LLM by using location and sensor data, aiming to provide practical and efficient navigation support for PVI in dynamic environments.
Authors
- Syed Masum Billah (ORCID: https://orcid.org/0000-0001-5063-3808)
- Jingyi Xie (ORCID: https://orcid.org/0000-0002-2753-2360)
- John M. Carroll (ORCID: https://orcid.org/0000-0001-5189-337X)
- H. Zhang (ORCID: https://orcid.org/0000-0002-8169-1653)
- Rui Yu (ORCID: https://orcid.org/0000-0002-0946-6769)
- Sooyeon Lee (ORCID: https://orcid.org/0000-0002-4971-2004)
- Nicholas J. Falletta
Institutions
- New Jersey Institute of Technology (US)
- Pennsylvania State University (US)
- University of Louisville (US)
Publication Details
- Published
- 2024-12-28
- DOI
- https://doi.org/10.1145/3688828.3699636
- Citations
- 12
- Primary Topic
- Tactile and Sensory Interactions
- Type
- article
- Field-Weighted Citation Impact
- 4.11
Funders
- National Institutes of Health
- U.S. National Library of Medicine