Junsik Jung

Title: Junsik Jung and Neural-Network-Based Frame Interpolation

Introduction

Junsik Jung 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 interpolation frames.

Latest Patents

Jung is credited with 1 patent: “Interpolation Model Learning Method and Device for Learning Interpolation Frame Generating Module.” The invention describes extracting temporal-spatial features from frame groups containing generated interpolation frames 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

Jung’s listed invention focuses on improving the learning of neural-network models used to generate intermediate frames. The approach compares features from generated and ground-truth frame groups to guide model adjustment.

Collaborations

Jung’s listed coworkers include Yowon Jeong and Sungeui Yoon. The patent information associates his work with Samsung Electronics Ltd.

Conclusion

Junsik Jung’s patent reflects work on training neural networks to generate interpolation frames by reducing feature differences between generated and ground-truth video frames.