Shuiwang Ji

Title: Innovations of Shuiwang Ji in Human Action Recognition

Introduction

Shuiwang Ji is a prominent inventor based in Tempe, AZ (US). He has made significant contributions to the field of computer vision and artificial intelligence. His work primarily focuses on the development of systems and methods for recognizing human actions through advanced neural network techniques.

Latest Patents

Shuiwang Ji holds a patent for "3D convolutional neural networks for automatic human action recognition." This innovative patent describes systems and methods that recognize human actions from one or more video frames. The technology involves performing 3D convolutions to capture motion information encoded in multiple adjacent frames. It also includes extracting features from both spatial and temporal dimensions, generating multiple channels of information from the video frames, and combining this information to obtain a feature representation for a 3D CNN model. Ultimately, the 3D CNN model is applied to recognize human actions effectively.

Career Highlights

Shuiwang Ji is currently associated with NEC Laboratories America, Inc., where he continues to push the boundaries of technology in his field. His work has garnered attention for its innovative approach to human action recognition, which has applications in various industries, including security, entertainment, and human-computer interaction.

Collaborations

Throughout his career, Shuiwang Ji has collaborated with notable colleagues, including Wei Xu and Ming M Yang. These collaborations have contributed to the advancement of research in the area of computer vision and machine learning.

Conclusion

Shuiwang Ji's contributions to the field of human action recognition through his innovative patent and collaborative efforts highlight his role as a leading inventor in technology. His work continues to influence advancements in artificial intelligence and computer vision.