Event camera object recognition using spatiotemporal event time surface and reward-modulated spike-timing-dependent plasticity learning rule
Qian Zhou,
Guimeng Zhang
Abstract:Event cameras record moving objects with asynchronous event streams. It remains a challenge to make full use of the spatiotemporal information of event streams to extract high-quality features and to make event camera object recognition. We propose an event-based event camera object recognition system, which includes a denoising module and an object recognition module. The denoising module removes noise events using spatiotemporal information of the events. The object recognition module extracts primary spatio… Show more
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