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

arXiv:2403.20173v1 Announce Type: new
Abstract: Aiming at the metro video surveillance system has not been able to effectively solve the metro crowd density estimation problem, a Metro Crowd density estimation Network (called MCNet) is proposed to automatically classify crowd density level of passengers. Firstly, an Integrating Multi-scale Attention (IMA) module is proposed to enhance the ability of the plain classifiers to extract semantic crowd texture features to accommodate to the characteristics of the crowd texture feature. The innovation of the …

abstract arxiv attention cs.cv network scale solve surveillance type video video surveillance