Borrowing from yourself: Faster future video segmentation with partial channel update. (arXiv:2202.05748v2 [cs.CV] UPDATED)

Web: http://arxiv.org/abs/2202.05748

Semantic segmentation is a well-addressed topic in the computer vision
literature, but the design of fast and accurate video processing networks
remains challenging. In addition, to run on embedded hardware, computer vision
models often have to make compromises on accuracy to run at the required speed,
so that a latency/accuracy trade-off is usually at the heart of these real-time
systems' design. For the specific case of videos, models have the additional
possibility to make use of computations made for previous …

arxiv cv future segmentation video