A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network. (arXiv:2210.15362v1 [cs.CV])

A neuromorphic camera is an image sensor that emulates the human eyes
capturing only changes in local brightness levels. They are widely known as
event cameras, silicon retinas or dynamic vision sensors (DVS). DVS records
asynchronous per-pixel brightness changes, resulting in a stream of events that
encode the brightness change's time, location, and polarity. DVS consumes
little power and can capture a wider dynamic range with no motion blur and
higher temporal resolution than conventional frame-based cameras. Although this
method …

arxiv belief compression data data compression network neuromorphic vision