Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer. (arXiv:2208.12527v1 [cs.CV])

The neuromorphic spike camera generates data streams with high temporal
resolution in a bio-inspired way, which has vast potential in the real-world
applications such as autonomous driving. In contrast to RGB streams, spike
streams have an inherent advantage to overcome motion blur, leading to more
accurate depth estimation for high-velocity objects. However, training the
spike depth estimation network in a supervised manner is almost impossible
since it is extremely laborious and challenging to obtain paired depth labels
for temporally intensive …

arxiv cv domain knowledge knowledge transfer unsupervised