Location History:
- San Francisco, CA (US) (2021 - 2023)
- Redwood City, CA (US) (2024)
Company Filing History:
Years Active: 2021-2024
Title: Innovations by Fang-Chieh Chou in Autonomous Vehicle Technology
Introduction
Fang-Chieh Chou is a prominent inventor based in San Francisco, CA, known for his contributions to the field of autonomous vehicle technology. With a total of 6 patents to his name, he has made significant strides in sensor data processing and object detection.
Latest Patents
Chou's latest patents focus on systems and methods for sensor data processing, as well as object detection and motion prediction for robotic platforms. One of his notable inventions involves detecting and predicting the motion of objects within the environment of an autonomous vehicle. This system utilizes data from various sensors, including RADAR, LIDAR, and cameras, which are fused to create a comprehensive sensor sample. This fused data is then input into a machine learning model designed for object detection and motion prediction. The model's training incorporates sensor dropout techniques, enhancing its generalization performance across multiple sensor modalities. This innovation leads to improved object detection, future location prediction, and overall navigation performance.
Another significant patent by Chou involves predicting object motion and controlling autonomous vehicles. This method includes obtaining state data indicative of an object's current or past state within the vehicle's environment. It also involves gathering geographic data related to the object's location. By generating a combined data set from the state data and geographic information, the method inputs this data into a machine-learned model, which outputs predicted trajectories for the object.
Career Highlights
Fang-Chieh Chou is currently employed at Uatc, LLC, where he continues to develop cutting-edge technologies in the field of autonomous systems. His work has been instrumental in advancing the capabilities of autonomous vehicles, making them safer and more efficient.
Collaborations
Chou collaborates with talented individuals such as Nemanja Djuric and Henggang Cui, contributing to a dynamic team focused on innovation in technology.
Conclusion
Fang-Chieh Chou's innovative work in sensor data processing and autonomous vehicle technology showcases his expertise and commitment to advancing the field. His contributions are paving the way for safer and more intelligent transportation systems.
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