publications

2024

  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%)
    arXiv Page

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%)
    Page Code
  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. 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)
    Page
  4. 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 Page
  5. 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. One-Trimap Video Matting
    Hongje Seong, Seoung Wug Oh, Brian Price, Euntai Kim, and Joon-Young Lee
    European Conference on Computer Vision (ECCV), Oct, 2022
    (Acceptance: 1645/5804 ≈ 28.3%)
      Winner at Qualcomm Innovation Fellowship 2022  
    arXiv Page Code Video
  2. 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)
    Page
  3. 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)
    Page
  4. Spatial-Channel Transformer for Scene Recognition
    Seunghyun Baik,  Hongje Seong, Youngjo Lee, and Euntai Kim
    International Joint Conference on Neural Networks (IJCNN), Jul, 2022
    Page
  5. 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
  6. 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
  7. 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
  8. 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%)
    arXiv Page
  9. 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%)
    Page

2021

  1. 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)
    Page
  2. 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 Video
  3. 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  
  4. Loop Closure Detection in Crowded Place
    Seongwon Lee, HyungGi Jo,  Hongje Seong, and Euntai Kim
    IEEE Region 10 Symposium (TENSYMP), Aug, 2021
  5. Metric Learning in Mini-batch for Robust 6-DoF Camera Relocalization in Outdoor Environments
    Gyuhyeon Pak,  Hongje Seong, and Euntai Kim
    International Conference on Ubiquitous Robots (UR), Jun, 2021
  6. The Effective Method for 3D LiDAR Point Clouds Processing
    Youngjoo Kim,  Hongje Seong, Wonje Jang, and Euntai Kim
    International Conference on Ubiquitous Robots (UR), Jun, 2021
  7. 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

2020

  1. 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)  
    arXiv Page Video
  2. Is Whole Object Information Helpful for Scene Recognition?
    Hongje Seong, Junhyuk Hyun, and Euntai Kim
    International Conference on Ubiquitous Robots (UR), Jun, 2020
  3. FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition
    Hongje Seong, Junhyuk Hyun, and Euntai Kim
    IEEE Access, Apr, 2020
    (IF: 3.745 in JCR2019)
    Page

2019

  1. Video Multitask Transformer Network
    Hongje Seong, Junhyuk Hyun, and Euntai Kim
    IEEE/CVF International Conference on Computer Vision Workshops (ICCVW-CoVieW), Oct, 2019
      4th Place in CoVieW19 Challenge  
    Page
  2. Partial Convolution for Scene Recognition
    Hongje Seong, Junhyuk Hyun, Seongwon Lee, and Euntai Kim
    International Conference on Control, Automation and Systems (ICCAS), Oct, 2019
  3. 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
    Page Code

2018

  1. 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
      2nd Place Award in CoVieW18 Challenge  
    Code