Multi-task Video Enhancement for Dental Interventions. (arXiv:2210.16236v1 [cs.CV])

A microcamera firmly attached to a dental handpiece allows dentists to
continuously monitor the progress of conservative dental procedures. Video
enhancement in video-assisted dental interventions alleviates low-light, noise,
blur, and camera handshakes that collectively degrade visual comfort. To this
end, we introduce a novel deep network for multi-task video enhancement that
enables macro-visualization of dental scenes. In particular, the proposed
network jointly leverages video restoration and temporal alignment in a
multi-scale manner for effective video enhancement. Our experiments on videos …

arxiv dental video