Convolutional Neural Networks Adapted for Regression Tasks: Predicting the Orientation of Straight Arrows on Marked Road Pavement Using Deep Learning and Rectified Orthophotography
Arrow signs found on roadway pavement are an important component of modern transportation systems. Given the rise in autonomous vehicles, public agencies are increasingly interested in accurately identifying and analysing detailed road pavement information to generate comprehensive road maps and...
Detección de multipath en mediciones GNSS urbanas y semiurbanas mediante inteligencia artificial
In this bachelor’s degree project, a viable solution is presented to mitigate the effects of multipath in GNSS using innovative techniques in Artificial Intelligence and Machine Learning. In contrast to conventional receiver-based mitigation approaches, this project conducts a comprehensive study...