2025. Comparative Analysis of Deep Learning Architectures for Video Surveillance in Smart Cities. Journal of Information Technology and Digital World. 7, 4 (Nov. 2025), 258–270. DOI:https://doi.org/10.36548/jitdw.2025.4.001.