Rui Hu

Title: Innovations by Rui Hu in Motion Flow Estimation

Introduction

Rui Hu is an accomplished inventor based in Los Alamitos, California. He has made significant contributions to the field of motion flow estimation, particularly in the context of autonomous devices. With a total of two patents to his name, his work is at the forefront of technological advancements in this area.

Latest Patents

Rui Hu's latest patents focus on deep structured scene flow for autonomous devices. These patents describe systems, methods, tangible non-transitory computer-readable media, and devices associated with motion flow estimation. The technology involves accessing scene data that includes representations of an environment over a series of time intervals. Extracted visual cues are generated based on these representations and machine-learned feature extraction models. Notably, at least one of the machine-learned feature extraction models is designed to generate a portion of the extracted visual cues based on representations of the environment from multiple perspectives. The visual cues are encoded using energy functions, allowing for the determination of three-dimensional motion estimates of object instances at subsequent time intervals.

Career Highlights

Throughout his career, Rui Hu has worked with notable companies such as Aurora Operations, Inc. and Uatc, LLC. His experience in these organizations has contributed to his expertise in motion flow estimation and autonomous systems.

Collaborations

Rui Hu has collaborated with esteemed colleagues, including Raquel Urtasun and Wei-Chiu Ma. These partnerships have further enriched his work and innovations in the field.

Conclusion

Rui Hu's contributions to motion flow estimation for autonomous devices highlight his innovative spirit and technical expertise. His patents represent significant advancements in the field, paving the way for future developments in autonomous technology.