Live Demonstration: Real-time VI-SLAM with High-Resolution Event Camera

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops(2019)

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摘要
Event camera is bio-inspired vision sensors that output pixel-level brightness changes asynchronously. Compared to the conventional frame-based camera, it is with high dynamic range, low latency and high sensitivity, and thus can be exploited in SLAM to tackle the problem of occasions with high-speed camera moving and low-light scenes. In this demo, we implement the visual-inerial SLAM in real time with the recently released event camera, namely, CeleX-V. With the feature of high spatial resolution (1280x 800) and low latency (< 0.5 mu s), the proposed method can provide frames with abundant textures and high time response, which leads to more stable tracking ability and better performance in SLAM system.
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关键词
CeleX-V,real-time VI-SLAM,high-speed camera moving scenes,SLAM system,high time response,high spatial resolution,event camera,visual-inertial SLAM,low-light scenes,high dynamic range,output pixel-level brightness,bioinspired vision sensors,high-resolution event camera
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