Soung On Kim

Title: Soung On Kim and Radar-Based Inventions

Introduction

Soung On Kim is an inventor based in Seoul, South Korea. His work includes radar-based systems for interpreting point-cloud data and recognizing target posture and shape. He is associated with Smart Radar System, Inc. Kim is credited with 2 patents.

Latest Patents

Kim’s listed patents focus on applying machine learning and signal processing to radar data.

- Radar Point Cloud-Based Posture Determination System. This invention clusters radar-acquired point-cloud data, calculates predefined features for each cluster, and uses a deep-learning model trained on those features to determine a target’s posture.

- 4-Dimensional Radar Signal Processing Apparatus. This invention encodes each point’s Doppler information as color in a 4-dimensional radar point cloud. It processes 3-dimensional color point clouds to recognize target shapes, using a convolutional neural network to extract features from 2-dimensional multi-view point clouds and a recurrent neural network to process the resulting feature vector.

Career Highlights

The available patent information highlights Kim’s work at the intersection of radar sensing, point-cloud processing, and neural-network-based recognition. His inventions describe methods for extracting useful features from radar signals and using them to identify posture or shape.

Collaborations

Kim’s listed coworkers include Gauvain Jacques Marseille and Myung Ku Kang. The provided information does not specify their roles or the nature of their collaboration.

Conclusion

Soung On Kim’s two listed patents demonstrate a focus on using radar data and deep-learning techniques to recognize targets, including their posture and shape.