Welcome to Graphics Realization Lab 
Research Interests
- Generative AI and Convergence
- Object and Behavior Detection
- XR Immersive Media Applications
- Digital Twin for Synthetic Data Generation
- Computer Graphics and Computer Vision
We are always looking for researchers who share the following values:
- A strong desire and determination to solve problems and explore solutions
- Diligence and sustainability
- The joy of intellectual discovery through problem-solving
- Fundamental respect and courtesy
- Feel free to apply at any time. We wish you happiness and fulfillment in your journey.
26. Accepted in AEI
M. Ayaz, S.U. Amin, S. Khan, Y. Jung, W. Shin, M.Y. Lee, and S. Seo, BoXFire: Geometry-Aware Box-Supervised Fusion for Accurate Fire and Smoke Segmentation, Advanced Engineering Informatics, Vol.73(A), Article.104671 (SCIE, , IF 9.9, Top 3.4%)
26` Pattern Recognition,
S.U. Amin, Z. A Haider, M. Fayaz, F. M. Khan, H. Moon, and S. Seo, A Comprehensive Approach for Image Quality Assessment Using Quality-Centric Embedding and Ranking Networks, Pattern Recognition, Vol.173(112890)(SCIE, IF7.6, Top 8.7%)
25' The Visual Computer
B. Kim, Y. Nam, and S. Seo, VideoTimeTravel: High-Fidelity Face Re-Aging Diffusion Models for Production Video, The Visual Computer, Vol.42, No. 49 (SCIE, IF 2.9, Top 37.6%)
25` Paper Accepted in EAAI
S. U. Amin, Y. Jung, B. Kim, and S. Seo, Enhancing Pine Wilt Disease Detection with Synthetic Data and External Attention-Based Transformers, EAAI, Vol.159, Part B, Article No. 111655(SCIE, IF8.0, Top 5.0%)
24` CMES
B. Kim, W. Shin, Y. Jung, Y. Park and S. Seo, Explicitly Color-Inspired Neural Style Transfer Using Patchified AdaIN, CMES-Computer Modeling in Engineering & Sciences
24` CVPR 2024 Workshop on AI4CC
Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo, ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer, CVPR 2024 Workshop on AI4CC
24` Computers and Electronics in Agriculture
Yonghoon Jung, Sanghyun Byun, Bumsoo Kim, Sareer Ul Amin and Sanghyun Seo, Harnessing Synthetic Data for Enhanced Detection of Pine Wilt Disease: A Image Classification Approach, Computers and Electronics in Agriculture (IF8.3, Top 0.9%)
23` NeurIPS 2023 Workshop on ML4CD
Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Weonseop Shin, Sareer UI Amin, Sanghyun Seo, Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application, NeurIPS 2023 Workshop on ML4CD (Spotlight)
24' IEEE-ACCESS
S. U. Amin, M. S. Abbas, B. KIM, Y. Jung, and S. Seo, Enhanced Anomaly Detection in Pandemic Surveillance Videos: An Attention Approach with EfficientNet-B0 and CBAM Integration, IEEE Access, Vol.12, pp.162697–162712 (SCIE, IF 3.4, Top 38.0%, 2169-3536, 10.1109/ACCESS.2024.3488797)
25` Paper Accepted in WACV
Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo, Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information WACV`25 (Presented)
24` Paper Accepted in AIS
S. U. Amin, B. Kim, Y. Jung, S. Seo and S. Park, Video Anomaly Detection Utilizing Efficient Spatiotemporal Feature Fusion with 3D Convolutions and Long Short-Term Memory Modules, Advanced Intelligent Systemss (IF7.3, Top 13.1%)
24` Paper Accepted in TIIS
W. shin, J. Yoo, B. Kim, Y. Jung, S. Muhammad, Y. Parrk and S. Seo, Generating 3D Digital Twins of Real Indoor Spaces based on Real-World Point Cloud Data KSII Transactions on Internet and Information Systems & Sciences