Gauvain Jacques Marseille

Title: Gauvain Jacques Marseille and 4-Dimensional Radar Signal Processing

Introduction

Gauvain Jacques Marseille is an inventor associated with Smart Radar System, Inc. in Siheung, South Korea. His work includes a patent for processing four-dimensional radar signals to help recognize the shapes of targets.

Latest Patents

Marseille is credited with 1 patent: “4-Dimensional Radar Signal Processing Apparatus.” The invention encodes each point’s Doppler information as color in a four-dimensional radar point cloud. It then processes a three-dimensional color point cloud to recognize a target’s shape. In one approach, a convolutional neural network processes two-dimensional, multi-view color point clouds and integrates the resulting feature maps into a one-dimensional feature vector. A recurrent neural network then processes that vector for shape recognition.

Career Highlights

Marseille’s listed patent reflects work at the intersection of radar sensing and machine learning. The disclosed method combines color-based representation of Doppler information with convolutional and recurrent neural networks to analyze target shapes.

Collaborations

Marseille is associated with Smart Radar System, Inc. His listed coworker is Soung On Kim.

Conclusion

Gauvain Jacques Marseille’s patent describes a neural-network-based approach to interpreting radar point clouds and recognizing target shapes.