首页|Researchers from Swiss Federal Institute of Technology Detail New Studies and Fi ndings in the Area of Machine Learning (Contextadaptive Visual Cues for Safe Na vigation In Augmented Reality Using Machine Learning)
Researchers from Swiss Federal Institute of Technology Detail New Studies and Fi ndings in the Area of Machine Learning (Contextadaptive Visual Cues for Safe Na vigation In Augmented Reality Using Machine Learning)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News-Current study results on Machine Learn ing have been published. According to newsreporting from Zurich, Switzerland, b y NewsRx journalists, research stated, "Augmented reality (AR)using head-mounte d displays (HMDs) is a powerful tool for user navigation. Existing approaches us uallydisplay navigational cues that are constantly visible (always-on)."The news correspondents obtained a quote from the research from the Swiss Federa l Institute ofTechnology, "This limits real-world application, as visual cues c an mask safety-critical objects. To addressthis challenge, we develop a context -adaptive system for safe navigation in AR using machine learning.Specifically, our system utilizes a neural network, trained to predict when to display visual cues duringAR-based navigation. For this, we conducted two user studies. In Us er Study 1, we recorded training datafrom an AR HMD. In User Study 2, we compar ed our context-adaptive system to an always-on system.We find that our context- adaptive system enables task completion speeds on a par with the always-onsyste m, promotes user autonomy, and facilitates safety through reduced visual noise."
ZurichSwitzerlandEuropeCyborgsEm erging TechnologiesMachine LearningSwiss Federal Institute of Technology
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