Sungeui Yoon

Title: Sungeui Yoon: Inventor in Neural-Network-Based Frame Interpolation

Introduction

Sungeui Yoon is an inventor based in Daejeon-si, South Korea, and is associated with Samsung Electronics Ltd. His patent work concerns neural-network methods for generating interpolated video frames.

Latest Patents

Yoon is listed as an inventor on 1 patent: “Interpolation Model Learning Method and Device for Learning Interpolation Frame Generating Module.” The invention describes extracting temporal-spatial features from frames generated by an interpolation model and corresponding ground-truth frames. It then adjusts neural-network weights or biases to reduce differences between those features. The patent also covers a non-transitory computer-readable medium containing instructions for performing the method and a device for learning an interpolation-frame-generating module.

Career Highlights

Yoon’s listed patent reflects work on machine-learning techniques for video-frame interpolation. The method aims to improve an interpolation model by comparing features from generated frames with features from corresponding ground-truth frames.

Collaborations

Yowon Jeong and Junsik Jung are identified as Yoon’s coworkers. The available information does not specify their roles in the patent or the nature of their collaboration.

Conclusion

Sungeui Yoon’s recorded invention focuses on training neural networks to generate interpolated video frames by reducing differences between generated and ground-truth frame features.