• Education

    Combined MS-Ph.D. in Electrical Engineering

    Advisor: Prof. Jae-Young Sim

    UNIST, Korea, 2015-Present

  • BS in Electrical and Computer Engineering

    UNIST, Korea, 2009-2015

  • Research Interests
  • Reflection removal
  • Person search
  • Saliency detection
  • Unsupervised learning
Honors & Awards
  • Intensive Program in Artificial Intellige

    Full-tuition scholarship for AI courses in Carnegie Mellon University

    IITP 2019


    NAVER Ph.D. Fellowship

    NAVER corporation award

    NAVER 2017


    National Science and Engineering Undergraduate Scholarship

    Full-tuition scholarship for undergraduate students

    Korean Government 2013-2014


    Overseas Studies Scholarship

    Financial aid for study abroad

    UNIST 2014


    IT Master Scholarship

    Innovative talent scholarship for innovative ideas to lead the global market

    KT Corporation 2010


    Academic Performance Scholarship

    Admission fee and full tuition support

    UNIST 2009-2011


Publications
International Journal
  • Single Image Reflection Removal Using Non-linearly Synthesized Glass Images And Semantic Contex

    Byeong-Ju Han and Jae-Young Sim

    IEEE Access 2019

    ­ [ paper ]

  • Glass Reflection Removal Using Co-saliency based Image Alignment and Low-rank Matrix Completion in Gradient Domain

    Byeong-Ju Han and Jae-Young Sim

    IEEE TIP 2018

    ­ [ paper ]

  • Saliency Detection for Panoramic Landscape Images of Outdoor Scenes

    Byeong-Ju Han and Jae-Young Sim

    JVCIR 2017

    ­ [ paper ]

  • International Conferences
  • Context-Aware Unsupervised Clustering for Person Search

    Byeong-Ju Han*, Kuhyeun Ko*, and Jae-Young Sim
    (* equal contribution)

    BMVC 2021

    ­ [ paper code ]


  • End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation

    Byeong-Ju Han, Kuhyeun Ko, and Jae-Young Sim

    IEEE ICCV 2021

    [ paper ]


  • Context-based Matching Refinement for Person Search

    Byeong-Ju Han, Jae-Won Yang, Oggyu Lee, and Jae-Young Sim

    APSIPA ASC 2021

    [ paper ]


  • Video Saliency Detection Using Adaptive Feature Combination and Localized Saliency Computation

    Eunpil Park, Byeong-Ju Han, Seungjoon Yang and Jae-Young Sim

    APSIPA ASC 2018

    [ paper ]


  • Reflection Removal Using Low-rank Matrix Completion

    Byeong-Ju Han and Jae-Young Sim

    IEEE CVPR 2017

    [ paper ]

  • Domestic Conferences
    1. Performance Improvement for Nighttime Haze Removal via Light Source Color Correction

      Byeong-Ju Han, and Jae-Young Sim

      대한전자공학회 하계종합학술대회 2020


    2. Method for Cloth Detection of Multiple People Using Deep Learning

      Piljun Jeong, Byeong-Ju Han, and Jae-Young Sim

      IPIU 2019


    3. Reflection Removal Algorithm Using Adaptive Gradient Reliability

      Byeong-Ju Han and Jae-Young Sim

      IPIU 2018


    4. Single Image Based Shadow Removal Algorithm

      Byeong-Ju Han and Jae-Young Sim

      IPIU 2015


    Projects

      Diffusion and specular layer serpation from video signal

      Separate diffusion and specular layers

      ETRI 2019


      Visual information restoration with extreme underwater environments

      Restore visual information with extreme underwater environments

      Samsung 2018-2021


      Information-coordination technique enabling augmented reality with mobile objects

      Develop a solution for person re-identification minimizing invasion of privacy

      IITP 2018-2022


      Glass image processing for 360 large-scale 3D scene reconstruction

      Solve issues on capturing visual data by cameras or lidar through glass

      NRF 2017-2019


      Development of 4D reconstruction and dynamic deformable action model based hyper realistic service technology

      Develop an efficient representation for 4D mesh models

      Giga Korea 2017-2019


      Image segmentation using color and depth images

      Segment color images using depth images

      ETRI 2016-2017


      Multi-view video stitching with moving cameras with wide baselines

      Stitch multi-view images with wide baselines

      NRF 2016-2017


    Patents

      영상 처리 장치 및 방법 (APPARATUS AND METHOD FOR IMAGE PROCESSING)

      한병주, 심재영

      Grated patent No. 10-2027043, 10-2199574