Road Anomaly Classification for Low-Cost Road Maintenance and Route Quality Maps. - Naufil Hassan; Ifrah Siddiqui; Suleman Mazhar; Hadia Hameed (PerCom Workshops, 2019)

Fine-Grained Road Quality Monitoring Using Deep Learning. - Ifrah Siddiqui; Suleman Mazhar; Naufil Hassan; Waqas Sultani (IEEE Trans. Intell. Transp. Syst., 2023)