Dongdong Chen

Title: Innovations by Dongdong Chen

Introduction

Dongdong Chen is a prominent inventor based in Redmond, WA, known for his significant contributions to technology through his innovative patents. With a total of eight patents to his name, Chen has made strides in the fields of computer science and artificial intelligence.

Latest Patents

One of his latest patents is titled "Dynamic Matrix Convolution with Channel Fusion." This invention involves a computer device designed for automatic feature detection. It comprises a processor, a communication device, and a memory configured to hold instructions executable by the processor. The device instantiates a dynamic convolution neural network, receives input data via the communication network, and executes the network to automatically detect features in the input data. The dynamic convolution neural network compresses the input data from an input space with a predetermined number of channels into an intermediate space with a lower dimensionality. It dynamically fuses the channels into an intermediate representation and expands this representation into an output space with a higher dimensionality. The features in the input data are automatically detected based on this expanded representation.

Another notable patent is "Occlusion-Aware Multi-Object Tracking." This system is designed for tracking a target object across multiple image frames. It includes a logic machine and a storage machine that holds instructions executable by the logic machine. These instructions calculate a trajectory for the target object over previous frames. If the target object is not detected in the current frame, the system predicts an estimated region for the target object based on its trajectory. It also predicts an occlusion center based on candidate occluding locations and automatically estimates a bounding box for the target object in the current frame.

Career Highlights

Dongdong Chen is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop cutting-edge technologies. His work has significantly impacted the fields of machine learning and computer vision.

Collaborations

Some of his notable coworkers include Lu Yuan, who has collaborated with Chen on various projects.

Conclusion

Dongdong Chen's contributions to technology through his patents demonstrate his expertise and innovative spirit. His work continues to influence advancements in artificial intelligence and computer science.