Junyong Lee

Junyong Lee

Ph.D candidate at POSTECH
PIAI 341, POSTECH, 77 Cheongam-Ro, Nam-Gu, Pohang, Gyeongbuk, Korea 37673

📧 junyonglee_at_postech.ac.kr
🏠 https://codeslake.github.io

Education

Publications

International Conferences & Journals 🔗

  • Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes
    Hyeongseok Son, Junyong Lee, Jonghyeop Lee, Sunghyun Cho, and Seungyong Lee
    Accepted to ACM TOG, 2021
    Will be presented at SIGGRAPH, 2021
  • Iterative Filter Adaptive Network for Single Image Defocus Deblurring
    Junyong Lee, Hyeongseok Son, Jaesung Rim, Sunghyun Cho, and Seungyong Lee
    Accepted to Proc. CVPR, 2021
  • Deep Color Transfer using Histogram Analogy
    Junyong Lee, Hyeongseok Son, Gunhee Lee, Jonghyeop Lee, Sunghyun Cho, and Seungyong Lee
    The Visual Computer (special issue on CGI 2020), 2020
  • Deep Defocus Map Estimation using Domain Adaptation
    Junyong Lee, Sungkill Lee, Sunghyun Cho, and Seungyong Lee
    In Proc. CVPR, 2019

International Workshops

  • Computational Photography Software using Deep Learning
    Junyong Lee, Hyeongseok Son, Jonghyeop Lee, and Seungyong Lee
    ICCV (Demo), 2019
  • Computational Photography Software using Deep Learning
    Junyong Lee and Seungyong Lee
    ICCV (Demo), 2017
  • Hallucination from Noon to Night Images using CNN
    Junyong Lee and Seungyong Lee
    SIGGRAPH (Poster), 2016

Domestic Conferences & Journals

  • Single Image Defocus Deblurring using Dynamic Filter Network
    Junyong Lee, Hyeongseok Son, Sunghyun Cho, and Seungyong Lee
    In Proc. KSC, 2020 (우수발표논문상)
  • Single Panorama Depth Estimation using Domain Adaptation
    Jonghyeop Lee, Hyeongseok Son, Junyong Lee, Haeun Yoon, Sunghyun Cho, and Seungyong Lee
    Journal of the Korea Computer Graphics Society, vol.26-3, pp.61-68, 2020
  • Deep Learning based Video Stabilization
    Junyong Lee, Jonghyeop Lee, and Seungyong Lee
    In Proc. IPIU, 2019
  • Video Stabilization using Deep Learning based Optical Flow
    Jonghyeop Lee, Junyong Lee, and Seungyong Lee
    In Proc. KSC, 2018
  • Deep Time Transfer: Hallucination of Different Times of Day using CNN
    Junyong Lee and Seungyong Lee
    In Proc. KCGS, 2016

Patents

  • Seungyong Lee, Sunghyun Cho, Hyeongseok Son, and Junyong Lee, “METHOD AND APPARATUS FOR VIDEO RESTORATION BASED ON MACHINE LEARNING”, KR 10-2020-0180046 (filed for a patent), 2020.12
  • Seungyong Lee, Hyeongseok Son, Sunghyun Cho, and Junyong Lee, “PIXEL VOLUME-BASED MACHINE LEARNING METHOD FOR VIDEO QUALITY ENHANCEMENT AND APPARATUS USING SAME”, KR 10-2020-0188668 (filed for a patent), 2020.12
  • Seungyong Lee, Sunghyun Cho, and Junyong Lee, “METHOD FOR ESTIMATING DEFOCUS MAP AND APPARATUS THEREOF”, KR 10-2019-0178478 (filed for a patent), 2019.12

Programs

  • Seungyong Lee and Junyong Lee, “Panorama Extraction Program”, C-2020-045895 (registered for a program), 2020.11
  • Seungyong Lee and Junyong Lee, “Image Composition Extraction Program”, C-2020-045894 (registered for a program), 2020.11
  • Seungyong Lee and Junyong Lee, “Multi-Image Extraction Program”, C-2019-035743 (registered for a program), 2019.11
  • Seungyong Lee and Junyong Lee, “Multi-Image Stitching Program”, C-2019-035742 (registered for a program), 2019.11
  • Seungyong Lee and Junyong Lee, “Shallow Depth of Field Image Generation Program”, C-2018-037306 (registered for a program), 2018.12
  • Seungyong Lee and Junyong Lee, “Defocus Map Estimation Program”, C-2018-037305 (registered for a program), 2018.12

Projects

  • Software Development for Big Visual Data Based High Quality Photograph Makeup
    • SW Star Lab, Institute for Information & communications Technology Promotion (IITP), South Korea
    • Mar 2016 - current
  • Image Quality Assessment using Deep Learning
    • System LSI, Samsung Electronics Co., South Korea
    • Jan 2017 - Dec 2019

Honors

  • Naver Ph.D Fellowship Award, Jun 2019
  • Graduated from HGU with honor (Summa Cumme Laude), Feb 2016
  • 1st place in capstone competition at HGU, Dec 2015
  • National Science and Engineering Undergraduate Scholarship, Korea Student Aid Foundation (KOSAF), 2012-2015

Teaching Experience

  • Teaching assistance for Discrete Mathematics (CSED261, POSTECH), Feb-Jun 2017
  • Teaching assistance for Discrete Mathematics (CSED261, POSTECH), Sep-Dec 2016
  • Teaching assistance for Operating Systems (ECE30021, HGU), Feb-Jun 2014