Optimization of Real-Time Object Detection on Edge Devices via Lightweight CNN Architectures and Quantization Methods. - Jabbar, Saadya Fahad; Mohsin, Nuha Sami; Alwan, Asmaa Hussien; Saber, Suaad M.; Qudr, Lateef Abd Zaid; Nadweh, Safwan; Khalid, Karam S.; Parihar, Sushma; Sekhar, Ravi; Shah, Pritesh; Solke, Nitin; Radhi, A. D. (Ingénierie des Systèmes d'Information, 2026)