Company Filing History:
Years Active: 2021-2024
Title: Xi Joey Hong: Innovator in Trajectory Prediction Technology
Introduction
Xi Joey Hong is a prominent inventor based in Campbell, CA (US). She has made significant contributions to the field of trajectory prediction technology, holding a total of 3 patents. Her work focuses on enhancing the capabilities of machine learning models to predict object movements in various environments.
Latest Patents
One of her latest patents is titled "Trajectory prediction on top-down scenes and associated model." This patent discusses techniques for determining prediction probabilities of an object based on a top-down representation of an environment. Data representing objects in an environment can be captured, and aspects of the environment can be represented as map data. A multi-channel image representing a top-down view of object(s) in the environment can be generated based on the data representing the objects and map data. The multi-channel image can be used to train a machine learned model by minimizing an error between predictions from the machine learned model and a captured trajectory associated with the object. Once trained, the machine learned model can be used to generate prediction probabilities of objects in an environment, allowing for effective vehicle control based on such prediction probabilities.
Career Highlights
Xi Joey Hong is currently employed at Zoox, Inc., where she continues to innovate in the field of autonomous vehicle technology. Her work is instrumental in developing systems that enhance the safety and efficiency of self-driving vehicles.
Collaborations
She collaborates with notable colleagues, including Benjamin John Sapp and James William Vaisey Philbin, contributing to a dynamic team focused on advancing technology in the automotive sector.
Conclusion
Xi Joey Hong is a trailblazer in trajectory prediction technology, with her innovative patents paving the way for advancements in autonomous vehicle systems. Her contributions are shaping the future of transportation and machine learning applications.