Projects

Current and past research projects. Filter by status or research theme.

3D Reconstruction Computer Vision Intelligent Transport Systems Machine Learning Monocular Depth Estimation Photometric Stereo Reinforcement Learning

Current

Edge Caching for Vehicular Networks (VANET)

Learning-based content caching strategies for vehicular ad-hoc networks, integrating SDN/NDN paradigms, clustering, and spiking neural networks.

Intelligent Transport Systems Machine Learning

Current

Reinforcement Learning for Traffic Signal Control

Deep and multi-agent reinforcement learning for intelligent traffic signal control, trained in rich 3D simulation and transferred to real-world networks.

Intelligent Transport Systems Reinforcement Learning