Company Filing History:
Years Active: 2019-2023
Title: Chang Yuan: Innovator in Autonomous Vehicle Technology
Introduction
Chang Yuan is a prominent inventor based in Los Gatos, 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 machine learning and driving environment simulation.
Latest Patents
Chang Yuan's latest patents include groundbreaking work on a driving scenario machine learning network and driving environment simulation. These methods, systems, and apparatuses involve computer programs encoded on storage media that generate a driving scenario machine learning network and provide a simulated driving environment. One of the key operations involves receiving video data that includes multiple frames depicting an aerial view of vehicles in motion. This video data is processed to generate driving scenario data, which includes information about dynamic objects identified in the video. A machine learning network is then trained using this generated data, allowing for the creation of a 3-dimensional simulated environment where autonomous vehicles can interact with dynamic objects.
Another notable patent focuses on the identification of local motions in point cloud data generated by LIDAR scans. This method identifies local motions by selecting a subset of points from the point cloud data, which describes an environment with scanned coordinates and times. A surface is reconstructed at a common reference time using these points, and the quality of the reconstructed surface is assessed. If the surface quality is high, the projected motion parameter is determined to indicate whether an object is in motion.
Career Highlights
Throughout his career, Chang Yuan has worked with notable companies such as Foresight AI Inc. and Apple Inc. His experience in these organizations has allowed him to develop innovative solutions that enhance the capabilities of autonomous vehicles.
Collaborations
Chang Yuan has collaborated with talented individuals, including Matheen Siddiqui and Matheen M Siddiqui, contributing to the advancement of technology in his field.
Conclusion
Chang Yuan's work in autonomous vehicle technology showcases his innovative spirit and dedication to improving driving safety and efficiency. His patents reflect a deep understanding of machine learning and environmental simulation, positioning him as a key figure in the future of transportation.