Kuan-hui Lee

Title: Kuan-hui Lee: Innovator in Autonomous Vehicle Technology

Introduction

Kuan-hui Lee is a prominent inventor based in Los Altos, California. He has made significant contributions to the field of autonomous vehicle technology, holding 2 patents that showcase his innovative approach to solving complex problems in this domain.

Latest Patents

One of Kuan-hui Lee's latest patents is titled "End-to-end signalized intersection transition state estimator with scene graphs over semantic keypoints." This invention involves systems, methods, computer-readable media, techniques, and methodologies for performing end-to-end, learning-based keypoint detection and association. A scene graph of a signalized intersection is constructed from an input image of the intersection. The scene graph includes detected keypoints and linkages identified between the keypoints. This technology can be utilized along with a vehicle's localization information to determine which keypoint representing a traffic signal is associated with the vehicle's current travel lane. Consequently, an appropriate vehicle action may be determined based on the transition state of the traffic signal keypoint and trajectory information for the vehicle. A control signal indicative of this vehicle action may then be output to enable an autonomous vehicle to implement the appropriate action.

Another notable patent is "Cooperative-contrastive learning systems and methods." This invention encompasses systems and methods for multi-view cooperative contrastive self-supervised learning. It includes receiving a plurality of video sequences, which comprise multiple image frames. Selected images from the first and second video sequences are applied to various encoders to derive multiple embeddings for different views. The technology also involves determining distances of the derived embeddings, detecting inconsistencies, and predicting the semantics of a future image based on the determined distances.

Career Highlights

Kuan-hui Lee has worked with esteemed organizations such as the Toyota Research Institute and Leland Stanford Junior University. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking research in autonomous systems.

Collaborations

Throughout his career, Kuan-hui Lee has collaborated with talented individuals, including Nishant Rai and Ehsan Adeli Mosabbeb. These collaborations have further enriched his work and expanded the impact of his inventions.

Conclusion

Kuan-hui Lee is a visionary inventor whose work in autonomous vehicle technology is paving the way for safer and more efficient transportation systems. His innovative patents reflect his commitment