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A Practical Stereo Depth System for Smart Glasses. (arXiv:2211.10551v1 [cs.CV])
Nov. 22, 2022, 2:12 a.m. | Jialiang Wang, Daniel Scharstein, Akash Bapat, Kevin Blackburn-Matzen, Matthew Yu, Jonathan Lehman, Suhib Alsisan, Yanghan Wang, Sam Tsai, Jan-Michael
cs.CV updates on arXiv.org arxiv.org
We present the design of a productionized end-to-end stereo depth sensing
system that does pre-processing, online stereo rectification, and stereo depth
estimation with a fallback to monocular depth estimation when rectification is
unreliable. The output of our depth sensing system is then used in a novel view
generation pipeline to create 3D computational photography effect using
point-of-view images captured by smart glasses. All these steps are executed
on-device on the stringent compute budget of a mobile phone, and because we …
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