Jie Chen

Title: Jie Chen - Innovator in Action Recognition Technology

Introduction

Jie Chen is a prominent inventor based in Bellevue, WA (US). He has made significant contributions to the field of action recognition technology. His innovative work focuses on enhancing the efficiency and accuracy of object tracking systems.

Latest Patents

Jie Chen holds a patent titled "Action recognition with high-order interaction through spatial-temporal object tracking." This patent describes systems, methods, and structures that facilitate action recognition through high-order interaction with spatio-temporal object tracking. The technology organizes image and object features into tracks, which allows for various learnable embeddings and intra/inter-track interactions. The operational framework employs an efficient high-order interaction model to learn embeddings and interactions across space and time for augmented reality applications. Each frame is processed by an object detector to identify visual objects, which are then linked over time to form object tracks. These tracks are combined with embeddings to serve as input for the model, which is trained to generate representative embeddings and discriminative video features through high-order interaction, formulated as an efficient matrix operation without iterative processing delays.

Career Highlights

Jie Chen is currently employed at NEC Corporation, where he continues to develop cutting-edge technologies in action recognition. His work has positioned him as a key player in the advancement of object tracking systems.

Collaborations

Some of Jie Chen's notable coworkers include Farley Lai and Asim Kadav. Their collaborative efforts contribute to the innovative projects at NEC Corporation.

Conclusion

Jie Chen's contributions to action recognition technology exemplify the impact of innovative thinking in the field of object tracking. His patent and ongoing work at NEC Corporation highlight his commitment to advancing technology in this area.