Ki-Hyuk Seol

Ki-Hyuk Seol

Profile


Education

  • [2009.03 ~ 2012.02] 대구 청구고등학교 (졸업)
  • [2012.03 ~ 2016.02] 경희대학교 서울캠퍼스 정보디스플레이 전공 (졸업)
  • [2016.03 ~ 2021.02] 경희대학교 서울캠퍼스 정보디스플레이학과 석박사통합과정 IDEA 연구실 (졸업예정)


Programming

  • General programming
    • Python
    • Verilog
    • JAVA (novice)
  • Deep learning framework
    • Tensorflow
    • Keras
    • PyTorch
  • General language for publication
    • LaTex
  • Computer graphics and design tools
    • Photoshop
    • Clipstudio
    • Shotcut

Experience

  • Anomaly detection 기법을 적용한 스타일러스 구현
  • Support vector machine 을 이용한 데이터 전송 가능한 스타일러스 디자인
  • Support vector machine 을 스타일러스에 적용하여 팜리젝션 구현
  • 딥러닝을 적용한 Object detection 연구 수행
  • 주가예측을 위한 딥러닝 알고리즘 디자인
  • 증권사 API 통한 주식 자동매매 시스템 구현
  • 국제 저널 논문 5편 Publication
  • 국제 학회 2편 발표 및 11회 참여
  • 국내 특허 2건 출원 및 등록

Study

  • [Fast Campus] 딥러닝-영상인식 12기 수료
  • [Fast Campus] 모델 성능 개선으로 익히는 강화학습 A-Z 올인원 패키지 수강
  • [Fast Campus] 김기현의 딥러닝을 활용한 자연어처리 입문 올인원 패키지 수강
  • [Deep learning - Ian Goodfellow] 연구실 스터디
  • [Reinforcement Learning: An Introduction - Richard S. Sutton] 연구실 스터디
  • [프로그래머를 위한 선형대수 - 히라오카 카즈유키] 연구실 스터디
  • Object Detection 논문 스터디
  • CNN framework 논문 스터디
  • Generative network 논문 스터디

Language

  • English
    • TOEIC 880

Certificate

  • 한국사능력검정 3급
  • 운전면허 1종

Journal

• “Active stylus‐touch discrimination scheme based on anomaly detection algorithm,” Ki‐Hyuk Seol, Seungjun Park, Junhee Lee, and Hyoungsik Nam, Journal of the Society for Information Display, 2020.

• “A Contact-Based Data Communication Technique Using Capacitive Touch Screen Panel and Support Vector Machine Classifier,” Ki-Hyuk Seol, Seungjun Park, and Hyoungsik Nam, IEEE Access, 2019.

• “Finger and stylus discrimination scheme based on capacitive touch screen panel and support vector machine classifier,” Ki-Hyuk Seol, Seungjun Park, Seok-Jeong Song and Hyoungsik Nam, Japanese Journal of Applied Physics, 2019.

• “Simultaneous Emission AC-OLED Pixel Circuit for Extended Lifetime of OLED Display,” Ki-Hyuk Seol, Young In Kim, Seungjun Park, and Hyoungsik Nam, IEEE Journal of the Electron Devices Society, 2018.

• “Organic Interface Engineering for Stable Green PHOLEDs through an Ultrathin Interface Tunneling Layer,” So‐Ra Park, Dong A Ahn, Ki‐Hyuk Seol, Sena Yang, Jeong Won Kim, Raju Lampande, Hyoungsik Nam, and Min Chul Suh, Advanced Materials Interfaces, 2018.

Patent

• “스타일러스 펜을 이용하는 터치 시스템 및 이를 이용한 터치 검출 방법,” 설기혁, 남형식, 공개특허 (10-2019-0137269)

• “선택적 저전력모드를 구동하는 터치 검출 장치 및 방법,” 설기혁, 남형식, 공개특허 (10-2019-0000471)

Conference

• “Machine-Learning Approaches to Active Stylus for Capacitive Touchscreen Panel Applications,” Hyoungsik Nam, Ki-Hyuk Seol, and Seungjun Park, SID, Virtual Conference, 2020.

• “Reduced Resolution Driving Scheme for High-Resolution Immersive Displays,” Seungjun Park, Young In Kim, Ki-Hyuk Seol, Seok-Jeong Song, Jina Bae, and Hyoungsik Nam, IDW, Japan, 2019.

• “Pixel compensation algorithm for local dimming LCD of quantum-dot backlight using convolutional neural network,” Seok-Jeong Song, Young In Kim, Ki-Hyuk Seol, Seungjun Park, Jina Bae, and Hyoungsik Nam, IMID, Gyeongju, Korea, 2019.

• “Support vector Machine (SVM) Based Stylus Touch Screen Panel,” Ki-Hyuk Seol, Seungjun Park, Seok-Jeong Song, Young In Kim, and Hyoungsik Nam, IDW, Japan, 2018.

• “Multi-Output LTPS TFT Shift Register with Node Sharing Structure” Young In Kim,Seungjun Park, Ki-Hyuk Seol, Seok-Jeong Song, and Hyounsik Nam, IDW, Japan, 2018.

• “TFT Leaking Modeling based on Flicker Measurement,” Dowon Kim, Seok-Jeong Song, Ki-Hyuk Seol, Young In Kim, Seungjun Park, Jae Hoon Lee, Jai-Hyun Koh, Heendol Kim, Soo-Yeon Lee, Gyu-Su Lee, and Hyoungsik Nam, IMID, 2018.

• “PMNet: passive matrix electrochromic display driving scheme using neural networks,” Seok-Jeong Song, Ki-Hyuk Seol, and Hyoungsik Nam, SID, Los Angeles, CA, 2018.

• “Robust shift register circuit in a-Si TFT backplane for in-cell touch application,” Jeongrim Seo, Seok-Jeong Song, Dowon Kim, Ki-Hyuk Seol, and Hyoungsik Nam, IMID, Busan, Korea, 2017.

• “A Novel Capacitive Touch Sensing Circuit for Low Power Application,” Ki-Hyuk Seol, Seok-Jeong Song, Jeongrim Seo, and Hyoungsik Nam, IDW, Japan, 2016.

• “VLID: visible light identification system using smartphone for door lock application,” Seok-Jeong Song, Dowon Kim, Jeongrim Seo, Ki-Hyuk Seol, and Hyoungsik Nam, IMID, Jeju, Korea, 2016.

• “Electrochromic display driving scheme for high dynamic range image capture,” Seok-Jeong Song, Dowon Kim, Jeongrim Seo, Ki-Hyuk Seol, and Hyoungsik Nam, APCCAS, Jeju, Korea, 2016.