Cloud-edge efficient image segmentation via lightweight multiscale attention learning
Image segmentation in cloud-edge visual analytics needs to balance pixel-level accuracy with practical constraints such as inference latency, model size, and communication cost. Most existing segmentation models tend to rely on heavy backbone networks or complicated feature fusion designs to improve accuracy, which lim...
Yujie Li, Huihui Zhang, Guoxu Liu et al.
· Journal Of Big Data · 0 citations