Company Filing History:
Years Active: 2018-2019
Title: Innovations by Xinyao Sun: Pioneering Advances in Identity Inference and UAV Stabilization
Introduction
Xinyao Sun is an accomplished inventor based in San Jose, California. He has made significant contributions to the fields of identity inference and unmanned aerial vehicle (UAV) technology. With a total of four patents to his name, Sun continues to push the boundaries of innovation.
Latest Patents
One of Xinyao Sun's latest patents is titled "Method and device for Quasi-Gibbs structure sampling by deep permutation for person identity inference." This invention provides a method for visual appearance-based person identity inference. The method involves obtaining a plurality of input images, including a gallery set of images containing persons-of-interest and a probe set of images containing person detections. The process includes extracting feature maps using a Deep Neural Network and identifying images from the probe set that correspond to the same person-of-interest as in the gallery set.
Another notable patent is "System and method for vision-based flight self-stabilization by deep gated recurrent Q-networks." This invention offers a system and method for vision-based self-stabilization of UAVs. The method includes receiving raw images captured by a UAV's camera, estimating the camera pose, and predicting actions to counteract lateral disturbances. This innovation enhances the stability and reliability of UAV operations.
Career Highlights
Xinyao Sun is currently employed at Tcl Research America Inc., where he continues to develop groundbreaking technologies. His work focuses on integrating advanced algorithms and machine learning techniques to improve the functionality of various systems.
Collaborations
Xinyao Sun collaborates with talented individuals in his field, including Xinpeng Liao and Xiaobo Ren. Their combined expertise fosters an environment of innovation and creativity, leading to the development of cutting-edge solutions.
Conclusion
Xinyao Sun's contributions to technology, particularly in identity inference and UAV stabilization, showcase his innovative spirit and dedication to advancing the field. His patents reflect a commitment to solving complex problems through inventive solutions.