Publications

2025

[J8] Correlation Verification for Image Retrieval and Its Memory Footprint Optimization

Seongwon Lee, Hongje Seong, Suhyeon Lee, and Euntai Kim

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Mar, 2025

2024

[C16] Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation

Nayeon Kim*, Hongje Seong*, Daehyun Ji, and Sujin Jang (* equally contributed)

Conference on Neural Information Processing Systems (NeurIPS), Dec, 2024

2023

[C15] 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

[J7] Fallen Person Detection for Autonomous Driving

Suhyeon Lee, Sangyong Lee, Hongje Seong, Junhyuk Hyun, and Euntai Kim

Expert Systems With Applications (ESWA), Mar, 2023

[J6] 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

[C14] 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

[C13] 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

2022

[C12] 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

[J5] 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

[J4] Indoor Place Category Recognition for a Cleaning Robot by Fusing a Probabilistic Approach and Deep Learning

Soowook Choe*, Hongje Seong*, and Euntai Kim (* equally contributed)

IEEE Transactions on Cybernetics (TCYB), Aug, 2022

[C11] Spatial-Channel Transformer for Scene Recognition

Seunghyun Baik, Hongje Seong, Youngjo Lee, and Euntai Kim

International Joint Conference on Neural Networks (IJCNN), Jul, 2022

[C10] 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 (Oral Presentation)

[C9] 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

[J3] 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

[C8] 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

[C7] 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

2021

[J2] Universal Pooling - A New Pooling Method for Convolutional Neural Networks

Junhyuk Hyun, Hongje Seong, and Euntai Kim

Expert Systems With Applications (ESWA), Oct, 2021

[C6] 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

[C5] 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

2020

[C4] Kernelized Memory Network for Video Object Segmentation

Hongje Seong, Junhyuk Hyun, and Euntai Kim

European Conference on Computer Vision (ECCV), Aug, 2020

[J1] FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition

Hongje Seong, Junhyuk Hyun, and Euntai Kim

IEEE Access, Apr, 2020

2019

[C3] Video Multitask Transformer Network

Hongje Seong, Junhyuk Hyun, and Euntai Kim

IEEE/CVF International Conference on Computer Vision Workshops (ICCVW-CoVieW), Oct, 2019

[C2] 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

2018

[C1] 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