Huihui Zhang

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 fusio...