Byungdeok Kim

Title: Innovations of Byungdeok Kim

Introduction

Byungdeok Kim is a notable inventor based in Yongin-si, South Korea. He has made significant contributions to the field of technology, particularly in machine learning and image processing. With a total of three patents to his name, Kim continues to push the boundaries of innovation.

Latest Patents

One of his latest patents is titled "Distributed inference system and operating method of the same." This invention involves a distributed inference system that includes an end device and a server. The end device generates status information and produces an inference result based on a first machine learning model. The server then creates a second machine learning model based on the status information and a training dataset that includes the inference result. It calculates the accuracy of the inference result and provides the second machine learning model to the end device based on this accuracy.

Another significant patent is the "Method of matching images to be merged and data processing device performing the same." In this invention, each input image from a plurality of input images is divided into multiple image tiles. A feature point map is generated by extracting feature points from each image tile. A descriptor map is then created, which includes descriptors of the feature points. This process enhances image merging performance by increasing the distribution uniformity of the feature points.

Career Highlights

Byungdeok Kim is currently employed at Samsung Electronics Co., Ltd., where he applies his expertise in developing innovative technologies. His work has contributed to advancements in machine learning applications and image processing techniques.

Collaborations

Some of his notable coworkers include Changhun Sung and Deokhwan Kim, who collaborate with him on various projects within the company.

Conclusion

Byungdeok Kim's contributions to technology through his patents and work at Samsung Electronics Co., Ltd. highlight his role as an influential inventor in the field. His innovative approaches to machine learning and image processing continue to shape the future of technology.