Jee-Hoon Kim

Title: Innovations by Jee-Hoon Kim

Introduction

Jee-Hoon Kim is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of image compression and machine learning. With a total of three patents to his name, his work has garnered attention in the technology sector.

Latest Patents

Jee-Hoon Kim's latest patents include a method, apparatus, system, and computer-readable recording medium for feature information. This innovation provides a method for image compression, where an encoding apparatus performs domain transformation and quantization on feature map information and image information. The encoding apparatus rearranges the results to optimize the encoding procedure, generating a bitstream. A decoding apparatus then receives this bitstream, decodes it, and performs inverse transformation, dequantization, and inverse rearrangement, which is essential for machine-learning tasks in neural networks. Another patent focuses on selective encoding and decoding of feature information, where the encoding apparatus generates residual feature information and transmits it through a residual feature map bitstream. This process highlights the difference between feature information from an original image and that from a reconstructed image.

Career Highlights

Jee-Hoon Kim is affiliated with the Electronics and Telecommunications Research Institute, where he continues to innovate and contribute to advancements in technology. His work is pivotal in enhancing the efficiency of image processing and machine learning applications.

Collaborations

Some of his notable coworkers include Ji-Hoon Do and Hyoung-Jin Kwon, who collaborate with him on various projects within the institute.

Conclusion

Jee-Hoon Kim's contributions to image compression and machine learning through his patents reflect his expertise and innovative spirit. His work continues to influence the technology landscape significantly.