EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video Reconstruction

arXiv:2305.00434v2 Announce Type: replace
Abstract: Event cameras are a new type of vision sensor that incorporates asynchronous and independent pixels, offering advantages over traditional frame-based cameras such as high dynamic range and minimal motion blur. However, their output is not easily understandable by humans, making the reconstruction of intensity images from event streams a fundamental task in event-based vision. While recent deep learning-based methods have shown promise in video reconstruction from events, this problem is not completely solved yet. To …

abstract advantages analysis and analysis arxiv asynchronous benchmark cameras cs.cv dynamic event however humans independent making pixels sensor type video vision