@misc{Orsholits2025b,

title = {Edge Vision AI Co-Processing for Dynamic Context Awareness in Mixed Reality},

author = {Alex Orsholits and Manabu Tsukada},

url = {https://www.youtube.com/watch?v=xxahKZl4K9w

https://ieeevr.org/2025/awards/conference-awards/#poster-honorable},

doi = {10.1109/VRW66409.2025.00293},

year  = {2025},

date = {2025-03-08},

urldate = {2025-03-08},

booktitle = {2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW)},

address = {Saint-Malo, France},

abstract = {Spatial computing is evolving towards leveraging data streaming for computationally demanding applications, facilitating a shift to lightweight, untethered, and standalone devices. These devices are ideal candidates for co-processing, where real-time scene context understanding and low-latency data streaming are fundamental for general-purpose Mixed Reality (MR) experiences. This poster demonstrates and evaluates a scalable approach to augmented contextual understanding in MR by implementing edge AI co-processing through a Hailo-8 AI accelerator, a low-power ARM-based single board computer (SBC), and the Magic Leap 2 AR headset. The resulting inferences are streamed back to the headset for spatial reprojection into the user’s vision.},

howpublished = {IEEE VR 2025, Poster},

note = {Honorable mention},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}