Hyukjoon Kwon

just.hjkwon@gmail.com

Educations

• March 2010 ~ August 2012 : Sungkyunkwan University, Suwon, South Korea
  Laboratory: Computer Vision Lab.
  Major: Information and Communication Engineering, GPA 4.2/4.5
• March 2002 ~ August 2009 : Seoul National University of Technology, Seoul, South Korea
  Major: Computer Science and Engineering, GPA 4.3/4.5

Work Experiences

• December 2020 ~ Current : ?
• September 2016 ~ December 2020 : Alchera Inc.
• September 2016 ~ September 2016 : Rear View Camera Project, Assistant Research Engineer, Software Development team, R&D Center, LG Innotek
  Vertical object detection algorithm based on IPM(Inverse perspective mapping)
  Effective image coordinate for object detection modifying IPM
• August 2015 ~ August 2016 : Rear View Camera Project, Assistant Research Engineer, Software Development team, R&D Center, LG Innotek
  Optical Flow based object detection for RCTA(Rear Cross Traffic Alert) in moving camera
  Object tracking using Kalman filter
  Algorithm for Moving Object Detection and distance estimation.
• June 2014 ~ July 2015: Auto Ref/Keratometer Project,  Assistant Research Engineer, Software team, Huvitz
  Meibography algorithm for detecting and enhancing meibomian gland
  Implements several functions including WiFi communication based on AM1808.
• April 2012 ~ July 2015 :  Optical Coherence Tomography Project, Assistant Research Engineer, Software team, Huvitz
  Overall Signal Processing to make tomography image from light-source based on C++
  with MFC and CUDA.
  Algorithms for dealing with eye movements and determine dynamic range, etc.
• January 2011 ~ August 2013 :  Protein Cyclization Project, Assistant Researcher, Korea University Nano and Artificial Biotechnology Lab
  Apply and implement algorithms using C++ based on Protein Database (PDB) file.
  Finds partial match of protein, builds the database.
  Deploy online web service to provide above functions.
• December 2010 ~ August 2012 :  Intelligent 3D dental diagnostic imaging system using CBCT Project, Assistant Researcher, Sungkyunkwan University Computer Vision Lab with Genoray
  Metal Artifact Reduction in X-ray CT Image
• December 2007 ~ December 2010 :  Korea Institute of Science and Technology, Seoul, South Korea, Trainee, Computational Science Center, Future Fusion Technology Laboratory
  Administration of Linux Cluster Supercomputer
  Administration of Storages (IBM Fast700 Series) – Backup and Recovery

Computer Skills

Research

• Familiar with Machine Learning, Pattern Recognition and Computer Vision area
• Understand and implement research paper
• Experienced in ;
  - Segmentation, Super-pixel, Stereo Vision, Volume Rendering, Gaussian Processing
• Interest in ;
  - Graph based methods (MRF/CRF), Compressed sensing, Deep Learning, Kalman Filter
• Implement with OpenCV, Python, MATLAB, CUDA, Caffe, C/C++ without libraries

Programming Language

• C/C++, Python, Java, MATLAB, PHP, SQL
• CUDA, MFC, QT libraries

Software engineering

• Experienced in OOP, Design Pattern, Unit testing (googletest, CUnit)
• Software version management(Subversion, Git)
• SCRUM, JIRA

OS/Server

• Windows Server (2000/2003)
• Linux – Red Hat-based Distribution Linux
• Apache web server, Shell Programming

Web

• PHP, HTML, CSS, XML
• Knowledge of Web Standards, DOM
• Database: MSSQL, MySQL

OA

• MS Office

Languages

• Korean : mother tongue
• English : Conversational

Military Service

• March 2005 ~ March 2007 :  Association of Comprehensive Administration School in Army, South Korea, Developer, Development Office of Computer Based Training

Personal interests

• Reading books and engineering paper, photography, blood donation, and coffee.