Bingbin Liu

Title: Innovations of Bingbin Liu in Pedestrian Intent Prediction

Introduction

Bingbin Liu is an accomplished inventor based in Stanford, CA. He has made significant contributions to the field of pedestrian intent prediction through his innovative patent. His work focuses on enhancing safety and efficiency in pedestrian environments.

Latest Patents

Bingbin Liu holds a patent titled "Spatiotemporal relationship reasoning for pedestrian intent prediction." This patent describes a system and method for predicting pedestrian intent. The invention includes a prediction circuit that utilizes a series of gated recurrent units (GRUs) to analyze a sequence of images captured by a camera. The prediction circuit identifies pedestrians and objects within each frame, generating a pedestrian-centric spatiotemporal graph. This graph is then used to determine the probability of pedestrians crossing the street in each frame, thereby improving pedestrian safety.

Career Highlights

Throughout his career, Bingbin Liu has worked with notable organizations such as the Toyota Research Institute and Leland Stanford Junior University. His experience in these institutions has allowed him to develop and refine his innovative ideas in the realm of pedestrian safety and technology.

Collaborations

Bingbin Liu has collaborated with talented individuals in his field, including Ehsan Adeli-Mosabbeb and Kuan Lee. These collaborations have contributed to the advancement of his research and the successful development of his patent.

Conclusion

Bingbin Liu's work in pedestrian intent prediction showcases his innovative spirit and dedication to enhancing public safety. His contributions through his patent and collaborations highlight the importance of research in creating safer urban environments.