Omaha, Nebraska 2021-12-02 02:48:45 –
Next-generation devices and technologies can push the boundaries of data and bandwidth. UNO researchers are working to find ways to speed up the process.
Spyridon Mastorakis, Ph.D., Associate Professor of Computer Science at UNO. Is researching ways to speed up augmented reality (AR) processing by reducing the number of frames of video processed to the number of frames required for high-similar processing.
Mastrakis research, funded through a $ 174,000 grant from the National Science Foundation, could lead to AR and artificial intelligence (AI) platforms such as Alexa Google Home and Siri, which are up to 21 times faster than today. .. This will increase the efficiency of future AR and virtual assistant devices and technologies.
“Our research identifies similar or correlated data generated by such applications and optimizes the processing of this data. This may be necessary to get a deeper context of the data. There is, “Mastrakis said.
For example, when using AR, the device captures a video of the scene in front of the user. If you think of a video as a series of images called frames, the video is often recorded at 30 frames per second (fps). Sending and processing 30 fps requires a lot of data, but through this research, Mastorakis hopes to reduce the need for data and reduce response time by sending only part of the video. is.
“This project is a non-traditional approach to making next-generation applications widely available in our daily lives,” says Mastorakis. “Our research, if successful, could undoubtedly impact our lives and spur new research directions that the wider scientific community can investigate in the future, so this project. I’m very excited about it. “
This research is supported by the National Science Foundation Networking Technology and Systems (NeTS) program and the established program (EPSCoR) to stimulate competitive research through award numbers. 2104700.. The opinions, findings, conclusions or recommendations contained in this material are those of the author and do not necessarily reflect the views of the National Science Foundation.
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