Zhiheng Niu

Title: Innovations by Zhiheng Niu

Introduction

Zhiheng Niu is a notable inventor based in Wuppertal, Germany. He has made significant contributions to the field of vehicle technology, particularly in object detection and classification systems. With a total of two patents to his name, Niu's work showcases the intersection of advanced radar technology and artificial intelligence.

Latest Patents

Zhiheng Niu's latest patents include innovative methods for detecting objects in the vicinity of a vehicle. One patent describes a computer-implemented method that involves acquiring radar data from a radar sensor, determining features based on that data, and using a single detection head to ascertain the properties of nearby objects. Another patent focuses on classifying tracked objects in a vehicle's environment. This method utilizes multiple radar sensors and a neural network to capture local radar detections, determine point and tracker features, and classify the tracked object based on fused encoded features.

Career Highlights

Niu has worked with prominent companies in the automotive technology sector, including Aptiv Technologies AG and Aptiv Technologies Limited. His experience in these organizations has allowed him to develop and refine his innovative ideas in vehicle safety and automation.

Collaborations

Zhiheng Niu has collaborated with talented individuals such as Weimeng Zhu and Arne Grumpe. These partnerships have contributed to the advancement of his research and the successful development of his patented technologies.

Conclusion

Zhiheng Niu's contributions to vehicle technology through his patents reflect his expertise and innovative spirit. His work continues to influence advancements in object detection and classification systems, enhancing vehicle safety and functionality.