publications

2023

  1. Revisiting Self-Similarity: Structural Embedding for Image Retrieval
    Seongwon Lee,  Suhyeon Lee, Hongje Seong, and Euntai Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2023
    (Acceptance: 2360/9155 ≈ 25.8%)
  2. Fallen Person Detection for Autonomous Driving
    Suhyeon Lee, Sangyong Lee, Hongje Seong, Junhyuk Hyun, and Euntai Kim
    Expert Systems With Applications (ESWA), Mar, 2023
    (IF: 8.665 in JCR2021)
    Page
  3. SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation
    Seokbeom Song,  Suhyeon Lee, Hongje Seong, Kyoungwon Min, and Euntai Kim
    AAAI Conference on Artificial Intelligence (AAAI), Feb, 2023
    (Acceptance: 1721/8777 ≈ 19.6%)
    arXiv
  4. Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing
    Kyusik Cho,  Suhyeon Lee, Hongje Seong, and Euntai Kim
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan, 2023
    (Acceptance: 191/623 ≈ 30.7% in Round 2)
    arXiv Page Code

2022

  1. WildNet: Learning Domain Generalized Semantic Segmentation from the Wild
    Suhyeon Lee, Hongje Seong, Seongwon Lee, and Euntai Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2022
    (Acceptance: 2067/8161 ≈ 25.3%)
      Finalist at Qualcomm Innovation Fellowship 2022  
    arXiv Page Code
  2. Correlation Verification for Image Retrieval
    Seongwon Lee, Hongje Seong,  Suhyeon Lee, and Euntai Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2022
    (Acceptance: 342/8161 ≈ 4.2%)
      Oral Presentation  
      Winner at Qualcomm Innovation Fellowship 2022  
    arXiv Page Code
  3. Content Swapping: A New Image Synthesis for Construction Sign Detection in Autonomous Vehicles
    Hongje Seong, Seunghyun Baik, Youngjo Lee,  Suhyeon Lee, and Euntai Kim
    Sensors, May, 2022
    (IF: 3.847 in JCR2021)
    Page Code

2021

  1. Hierarchical Memory Matching Network for Video Object Segmentation
    Hongje Seong, Seoung Wug Oh, Joon-Young Lee, Seongwon Lee,  Suhyeon Lee, and Euntai Kim
    IEEE/CVF International Conference on Computer Vision (ICCV), Oct, 2021
    (Acceptance: 1617/6236 ≈ 25.9%)
    arXiv Page Code
  2. Improving Nighttime Object Detection by Generating Synthetic Nighttime Dataset from Daytime Dataset
    Youngjo Lee,  Suhyeon Lee, Hongje Seong, and Euntai Kim
    International Conference on Control, Automation and Systems (ICCAS), Oct, 2021
      Best Poster Paper Award  
  3. Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer
    Suhyeon Lee, Junhyuk Hyun, Hongje Seong, and Euntai Kim
    AAAI Conference on Artificial Intelligence (AAAI), Feb, 2021
    (Acceptance: 1692/7911 ≈ 21.4%)
    arXiv Page

2019

  1. Scene Recognition via Object-to-Scene Class Conversion: End-to-End Training
    Hongje Seong, Junhyuk Hyun, Hyunbae Chang,  Suhyeon Lee, Suhan Woo, and Euntai Kim
    International Joint Conference on Neural Networks (IJCNN), Jul, 2019
    Code

2018

  1. Robust Object Detection and Tracking for Autonomous Driving
    Suhyeon Lee, Junhyuk Hyun, and Euntai Kim
    International Conference on Fuzzy Theory and Its Applications (iFuzzy), Nov, 2018
  2. New Feature-level Video Classification via Temporal Attention Model
    Hongje Seong, Junhyuk Hyun,  Suhyeon Lee, Suhan Woo, and Euntai Kim
    ACM International Conference on Multimedia Workshops (MMW-CoVieW), Oct, 2018
    Code
  3. Weakly Supervised Temporal Localization in Video Scene Recognition
    Junhyuk Hyun, Hongje Seong,  Suhyeon Lee, Suhan Woo, and Euntai Kim
    International Conference on Control, Automation and Systems (ICCAS), Oct, 2018