MCNet: A crowd denstity estimation network based on integrating multiscale attention module

no code implementations • 29 Mar 2024 • Qiang Guo, Rubo Zhang, Di Zhao

Finally, this paper integrates IMA module and the lightweight crowd texture feature extraction network to construct the MCNet, and validate the feasibility of this network on image classification dataset: Cifar10 and four crowd density datasets: PETS2009, Mall, QUT and SH_METRO to validate the MCNet whether can be a suitable solution for crowd density estimation in metro video surveillance where there are image processing challenges such as high density, high occlusion, perspective distortion and limited hardware resources.

Density Estimation Image Classification