Enhancing smart city transportation networks: A novel particle swarm optimization and YOLO7x-based ensemble model for accurate vehicle detection

Shahzeb Iqbal; Noureen Zafar; Saif Ur Rehman; Shireen Zafar; Khalid Mahmood; Luis Alonso Dzul Lopez; Eduardo Garcia Villena; Imran Ashraf

doi:10.1016/j.asej.2026.104046

Q1 2026

Enhancing smart city transportation networks: A novel particle swarm optimization and YOLO7x-based ensemble model for accurate vehicle detection

Shahzeb Iqbal · Noureen Zafar · Saif Ur Rehman · Shireen Zafar · Khalid Mahmood · Luis Alonso Dzul Lopez · Eduardo Garcia Villena · Imran Ashraf

10.1016/j.asej.2026.104046 395 Views 0 Citations

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Cite this Article (APA)

Shahzeb, I., Noureen, Z., Saif, U. R., Shireen, Z., Khalid, M., Luis, A. D. L., Eduardo, G. V., Imran, A. (2026). Enhancing smart city transportation networks: A novel particle swarm optimization and YOLO7x-based ensemble model for accurate vehicle detection. Ain Shams Engineering Journal. https://doi.org/10.1016/j.asej.2026.104046