| Pedro Azevedo and Vítor Santos. YOLO-Based Object Detection and Tracking for Autonomous Vehicles using Edge Devices |
| Tiago Barros, Luís Garrote, Ricardo Pereira, Cristiano Premebida and Urbano J. Nunes. AttDLNet: Attention-based Deep Network for 3D LiDAR Place Recognition |
| Álvaro Ramajo Ballester, Jacobo González Cepeda, José María Armingol Moreno and Arturo de la Escalera Hueso. Deep Learning for robust vehicle identification |
| Bruno Gomes, José Torres, Pedro Sobral, Armando Sousa and Luís Reis. Stereo Based 3D Perception for Autonomous Wheelchair Obstacle Avoidance |
| Iosu Gomez and Unai Diaz de Cerio. Designing an Autonomous Cooperative Driving System for ROS-based vehicles using V2X communications |