OmniDS reaches SOTA inverse-depth accuracy on OmniThings/OmniHouse/Sunny by iterative dual-stream ERP context fusion plus consensus volumes, with a distilled MobileNet variant at ~10 FPS.
In: Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27
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OmniDS: Dual-Stream Context Fusion for Omnidirectional Depth from Fisheye Cameras
OmniDS reaches SOTA inverse-depth accuracy on OmniThings/OmniHouse/Sunny by iterative dual-stream ERP context fusion plus consensus volumes, with a distilled MobileNet variant at ~10 FPS.