A photon-statistics probabilistic model unifies event camera noise events and S-curves, enabling Noise2Params to estimate camera parameters B, alpha, and intensity-dependent theta from static uniform scene recordings.
IEEE Transactions on Pattern Analysis and Machine Intelligence , volume =
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Noise2Params: Unification and Parameter Determination from Noise via a Probabilistic Event Camera Model
A photon-statistics probabilistic model unifies event camera noise events and S-curves, enabling Noise2Params to estimate camera parameters B, alpha, and intensity-dependent theta from static uniform scene recordings.