Dongmin Seo

Title: Dongmin Seo - Innovator in Marine Object Recognition

Introduction

Dongmin Seo is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of marine object recognition through his innovative use of hyperspectral data. With a total of three patents to his name, Seo's work is at the forefront of technological advancements in marine science.

Latest Patents

Seo's latest patents include a "Method and apparatus for processing hyperspectral data for identifying marine object." This invention discloses a method for processing hyperspectral data to identify marine objects. It involves configuring a learning dataset, analyzing it with an algorithm, managing pixels constituting the object, and constructing learning data from pixel data. The invention allows for the learning and relearning of a marine object recognition model, which can identify objects that appear as noise in machine learning clustering.

Another notable patent is the "Method and system for recognizing marine object using hyperspectral data." This method includes collecting target hyperspectral data, preprocessing it, and detecting and identifying objects based on a trained marine object detection and identification model. The invention emphasizes real-time preprocessing and processing of hyperspectral data, which can be performed in various environments.

Career Highlights

Throughout his career, Dongmin Seo has worked with esteemed organizations such as the Korea Institute of Ocean Science & Technology and the Korea University Research and Business Foundation. His experience in these institutions has allowed him to develop and refine his innovative approaches to marine object recognition.

Collaborations

Seo has collaborated with notable colleagues, including Sangwoo Oh and Sang-Woo Oh. These partnerships have contributed to the advancement of his research and the successful development of his patents.

Conclusion

Dongmin Seo is a key figure in the field of marine object recognition, with a focus on utilizing hyperspectral data. His innovative patents and career achievements highlight his dedication to advancing technology in marine science. His work continues to pave the way for future developments in this important area.