Monocular three-dimensional object detection using data augmentation and self-supervised learning in autonomous driving. - Sugirtha Thayalan; Sridevi Muthukumarasamy; Khailash Santhakumar; Bangalore Ravi Kiran; Hao Liu; Thomas Gauthier; Senthil Kumar Yogamani (Adv. Math. Commun., 2023)

Real-Time Threat Detection and AI-Driven Predictive Security for Consumer Applications. - Sugirtha Thayalan; Niranchana Radhakrishnan; T. V. Ramana; Ganesh Gopal Devarajan; Marimuthu Karuppiah; Maryam M. Al Dabel (IEEE Trans. Consumer Electron., 2025)