Years Active: 2025
Title: Innovations by Robert F Hugues
Introduction
Robert F Hugues is an accomplished inventor based in Miami, FL. He has made significant contributions to the field of smart tolling systems, holding 2 patents that showcase his innovative approach to vehicle monitoring and data accuracy.
Latest Patents
One of his latest patents is a smart tolling system that employs computer vision and machine learning techniques. This system automatically tracks and monitors vehicles across multiple video streams captured by a networked camera assembly. It derives comprehensive vehicle trajectories by stitching together detections of each vehicle from various video feeds using multi-object tracking algorithms. These trajectories enable the correlation of different events triggered by vehicles at multiple roadside devices like cameras and radars. By mapping the trajectories in space and time, the system can associate seemingly fragmented events and synthesize complete vehicle profiles. This is particularly useful when certain events may have missed capturing some vehicle information due to obstructions or other factors. The trajectory-based event correlation enhances tolling accuracy by minimizing revenue leakage from missed or incomplete vehicle data in congested traffic conditions.
Career Highlights
Robert F Hugues has established himself as a key figure in the development of advanced tolling technologies. His work focuses on improving the efficiency and accuracy of vehicle tracking systems, which are crucial for modern transportation infrastructure.
Collaborations
He has collaborated with notable individuals in the field, including Daniel Ignacio Halley and Ignacio Halley, to further enhance the capabilities of his inventions.
Conclusion
Robert F Hugues continues to push the boundaries of innovation in smart tolling systems, contributing valuable solutions to the challenges of vehicle monitoring and data accuracy. His work exemplifies the impact of technology on improving transportation systems.