Publications by authors named "Sandra Carrasco Limeros"
Sensors (Basel)
September 2021
Article Synopsis
- Understanding urban intersections is vital for self-driving cars and Advanced Driver Assistance Systems (ADAS) since these areas account for a significant percentage of road fatalities.
- The research investigates various methods for detecting and classifying intersection geometries using front-facing cameras, exploring both single-frame and temporal integration approaches with Deep Neural Networks (DNNs).
- A new dataset is created through data augmentation using Generative Adversarial Networks (GANs) to enhance training data quality and generalizability, highlighting the importance of camera field of view over other factors.
