Hongje Seong

hongjeseong.jpg

📧 hjseong118 [at] gmail.com

📍 130, Samsung-ro, Yeongtong-gu, Suwon-si, Gyeonggi-do, 16678, Korea

CV | Google Scholar | Github

I am a Staff Researcher at Samsung Advanced Institute of Technology (SAIT).

I received my Ph.D. and B.S. degrees in Electrical and Electronic Engineering from Yonsei University in 2023 and 2018, respectively, advised by Professor Euntai Kim. I was a research intern at Adobe Research (San Jose, CA) in 2021. During my internship, I worked at the Creative Intelligence Lab with Joon-Young Lee, Seoung Wug Oh, and Brian Price as my mentors.

selected publications

  1. Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation
    Nayeon Kim*,  Hongje Seong*, Daehyun Ji, and Sujin Jang
    Conference on Neural Information Processing Systems (NeurIPS), Dec, 2024
    (Acceptance rate: 25.8%, valid paper submissions: 15671)
  2. Revisiting Self-Similarity: Structural Embedding for Image Retrieval
    Seongwon LeeSuhyeon LeeHongje Seong, and Euntai Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2023
    (Acceptance: 2360/9155 ≈ 25.8%)
  3. 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)
  4. Video Object Segmentation using Kernelized Memory Network with Multiple Kernels
    Hongje Seong, Junhyuk Hyun, and Euntai Kim
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Feb, 2023
    (IF: 24.314 in JCR2021)
  5. SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation
    Seokbeom Song, Suhyeon LeeHongje Seong, Kyoungwon Min, and Euntai Kim
    AAAI Conference on Artificial Intelligence (AAAI), Feb, 2023
    (Acceptance: 1721/8777 ≈ 19.6%)
  6. Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing
    Kyusik Cho, Suhyeon LeeHongje Seong, and Euntai Kim
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan, 2023
    (Acceptance: 191/623 ≈ 30.7% in Round 2)
  7. One-Trimap Video Matting
    European Conference on Computer Vision (ECCV), Oct, 2022
    (Acceptance: 1645/5804 ≈ 28.3%)
      Winner at Qualcomm Innovation Fellowship 2022  
  8. Adjacent Feature Propagation Network (AFPNet) for Real-Time Semantic Segmentation
    Junhyuk Hyun,  Hongje Seong, Sangki Kim, and Euntai Kim
    IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), Sep, 2022
    (IF: 11.471 in JCR2021)
  9. Indoor Place Category Recognition for a Cleaning Robot by Fusing a Probabilistic Approach and Deep Learning
    Soowook Choe*,  Hongje Seong*, and Euntai Kim
    IEEE Transactions on Cybernetics (TCYB), Aug, 2022
    (IF: 19.118 in JCR2021, * indicates equal contribution)
  10. Correlation Verification for Image Retrieval
    Seongwon LeeHongje SeongSuhyeon 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  
  11. WildNet: Learning Domain Generalized Semantic Segmentation from the Wild
    Suhyeon LeeHongje SeongSeongwon 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  
  12. Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier
    Youngjo Lee,  Hongje Seong, and Euntai Kim
    AAAI Conference on Artificial Intelligence (AAAI), Feb, 2022
    (Acceptance: 1349/9020 ≈ 15.0%)
  13. Graph-Based Point Tracker for 3D Object Tracking in Point Clouds
    Minseong Park,  Hongje Seong, Wonje Jang, and Euntai Kim
    AAAI Conference on Artificial Intelligence (AAAI), Feb, 2022
    (Acceptance: 1349/9020 ≈ 15.0%)
  14. Universal Pooling - A New Pooling Method for Convolutional Neural Networks
    Junhyuk Hyun,  Hongje Seong, and Euntai Kim
    Expert Systems With Applications (ESWA), Oct, 2021
    (IF: 6.954 in JCR2020)
  15. Hierarchical Memory Matching Network for Video Object Segmentation
    IEEE/CVF International Conference on Computer Vision (ICCV), Oct, 2021
    (Acceptance: 1617/6236 ≈ 25.9%)
  16. 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%)
  17. Kernelized Memory Network for Video Object Segmentation
    Hongje Seong, Junhyuk Hyun, and Euntai Kim
    European Conference on Computer Vision (ECCV), Aug, 2020
    (Acceptance: 1361/5025 ≈ 27.1%)
      3rd Place Award in DAVIS20 Challenge (CVPRW-DAVIS 2020)