Beomhyuk Koo
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AI Research Engineer / Scientist
As a software engineer with a passion for various engineering technologies and sciences, I am very committed to contributing my capabilities to social development. Not only engineering, but also science, economy, society, and so on, I enjoy solving various problems with software engineering, and the joy of solving problems without frustration is the driving force of my life. I studied electronic engineering in my bachelor’s degree, developed engineering skills. And during the master’s course, I have carried out various projects such as video processing, computer vision, deep learning, machine learning, etc.
- Location
- Gurodong-ro, 08279, Seoul, Guro-gu, South Korea
- llamakoo9@gmail.com
- Phone
- (+82) 010-9301-3546
- Byumhyuk Koo
- GitHub
- Byumhyuk Koo
- Blog
- Bluellama Programmer [Blog]
Experience
– present
Vision AI Research Engineer / Scientist at SKTelecom AIx
As a Computer vision engineer at SKTelecom, I conducted research and development on several vision applications. I contributed increase the performance (Accuracy, Speed, Memory) of the models. Also produced and demonstrated several interactive web applications.
Highlights
- R&D an algorithm for Vision Security System
- Develop an algorithm for Edge divice
–
AI Research Engineer / Scientist at NHN Entertainment
As a Computer vision engineer at NHN, I conducted research and development on several vision applications. I contributed increase the performance (Accuracy, Speed, Memory) of the models. Also produced and demonstrated several interactive web applications.
Highlights
- R&D an algorithm for virtual clothing fitting
- R&D an system an vehicle depature delay system
- R&D an algorithm for object detection in mobile (AI Pengtalk)
- R&D an algorithm for car plate detection application
–
Internship at LG Innotek
As a short-term intern, I contributed to research trends and system development in LG Innotek.
Highlights
- R&D an Super resolution algorithm for car plate detection
–
Sergeant at Republic of Korea Air Force
Highlights
- For 2 years, served as CQ(Charge of Quarters) in Air Defense Battalion
Education
–
Master in Electronic Engineering from Sogang University
Courses
- Pattern recognition, Deep learning, Computer vision, 3D image processing, Optimization
–
Bachelor in Electronic Engineering from Sogang University
Courses
- Digital circuit design, Digital signal processing, Digital image processing, Communication system
Publications
Full body virtual try‐on with semi‐self‐supervised learning by Electronics Letters
This paper proposes a full body virtual try‐on which handles both top and bottom garments and generates realistic try‐on images.
Nighttime Haze Removal with Glow Decomposition Using GAN by Springer
Investigate the problem of a single image haze removal in the nighttime
Languages
- Python
- Fluency: Native speaker
- C/C++
- Fluency: Limited working proficiency
- English
- Fluency: Native speaker
- Korean
- Fluency: Native speaker
Skills
- Computer vision
- Level: MasterKeywords:
- AI development
- Level: MasterKeywords:
- Backend programming
- Level: IntermediateKeywords:
- Web development
- Level: JuniorKeywords:
Interests
- Sports
- Keywords: