2024 · 14 citations · 41 references
ComputingAutonomous SystemsRobotics EngineeringComputer VisionMobile ComputingMobile RoboticsAccessible WayfindingOutdoor LocalizationPedestrian WayfindingVisual NavigationWayfindingNavigationNavigation Assistance SystemsOutdoor NavigationPedestrian GuidancePedestrian NavigationReal-time NavigationWayfinding Assistive SystemsWayfinding For Low-vision Users
Blind and low-vision (BLV) people rely on GPS-based systems for outdoor navigation. GPS’s inaccuracy, however, causes them to veer off track, run into obstacles, and struggle to reach precise destinations. While prior work has made precise navigation possible indoors via hardware installations, enabling this outdoors remains a challenge. Interestingly, many outdoor environments are already instrumented with hardware such as street cameras. In this work, we explore the idea of repurposing existing street cameras for outdoor navigation. Our community-driven approach considers both technical and sociotechnical concerns through engagements with various stakeholders: BLV users, residents, business owners, and Community Board leadership. The resulting system, StreetNav, processes a camera’s video feed using computer vision and gives BLV pedestrians real-time navigation assistance. Our evaluations show that StreetNav guides users more precisely than GPS, but its technical performance is sensitive to environmental occlusions and distance from the camera. We discuss future implications for deploying such systems at scale.
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Using thematic analysis in psychology
Virginia Braun, Victoria Clarke · Qualitative Research in Psychology · 2006 · 183.3K citations · Full text
Social Sciences, Psychology, Communication Research Methods +10
The critical incident technique.
John C. Flanagan · Psychological Bulletin · 1954 · 7.7K citations
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Path Planning with Modified a Star Algorithm for a Mobile Robot
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