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Paper · arXiv

SEE Challenge 2026: Event-Guided Brightness Adjustment Across a Broad Illumination Range

Event cameras provide a high dynamic range and preserve brightness-change cues in lighting conditions where conventional RGB frames may be noisy or saturated. To benchmark event-guided restoration across a broad illumination range, we organized the SEE Challenge 2026 with the Event-Based Multimodal Vision Workshop at ECCV 2026. The task conditions restoration on one or more RGB frames, synchronized events, and a scalar target-brightness statistic provided by the organizers. It uses SEE-600K, which contains 610,126 image-event observations from 202 real-world scenes spanning low-light, normal-light, and high-light conditions with illumination variations of up to 1,000$\times$. The challeng...

AuthorsYunfan Lu, Mingchao Xu, Hanyu Zhou et al.
Primary categorycs.CV
Published24 September 2026
Last updated at source24 September 2026
cs.CV
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