Abstract
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."
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