Company Filing History:
Years Active: 2025
Title: Innovations of John Bryan Carter
Introduction
John Bryan Carter is an accomplished inventor based in Upton, MA, with a focus on advanced technologies in vehicle computing systems. He holds three patents that showcase his expertise in object detection and tracking, as well as parameter determination for vehicles.
Latest Patents
Carter's latest patents include "Determining object orientation based on parameter modes" and "Object detection and tracking using machine learning transformer models with attention." The first patent describes systems and techniques for determining more accurate object parameter values, such as orientation values, for objects detected in an environment. A vehicle computing system may receive sensor data from multiple sensor systems, which indicates parameter values determined at the individual sensor systems. The system can then determine values and probabilities for particular parameter modes based on the sensor data and filter these values using a mixture model to establish probability distributions for the modes and associated values. These filtered values and modes can be utilized to predict object trajectories, which are essential for vehicle control.
The second patent focuses on object detection and tracking systems that employ machine-learned transformer models with self-attention. This technology allows for the detection, classification, and tracking of objects in an environment. The techniques involve receiving sensor data generated by various sensor modalities of a vehicle and determining different bounding shapes based on this data. A machine-learned transformer model is then used to analyze these bounding shapes, which may represent any number of objects and various sensor modalities.
Career Highlights
Carter is currently employed at Zoox, Inc., where he contributes to the development of innovative vehicle technologies. His work is instrumental in advancing the capabilities of autonomous vehicles.
Collaborations
Some of his notable coworkers include Francesco Papi and Qian Song, who collaborate with him on various projects at Zoox, Inc.
Conclusion
John Bryan Carter's contributions to the field of vehicle computing systems through his patents and work at Zoox, Inc. highlight his significant role in advancing technology in object detection and tracking. His innovative approaches continue to shape the future of autonomous vehicles.