이건수, Geonsoo Lee
MS 2023.02, Chungnam National University
Current Position: Agency for Defense Development (ADD, 국방과학연구소)
Publications
- Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation, Dae-Young Song, Geonsoo Lee, HeeKyung Lee, Gi-Mun Um and Donghyeon Cho, European Conference on Computer Vision (ECCV), 2022
- Channel Sampler in Hyperspectral Images for Vehicle Detection, Geonsoo Lee, Jaekyu Lee, Jeonghyun Baek, Hoseong Kim and Donghyeon Cho, IEEE Geoscience and Remote Sensing Letters, 2021
- Self-supervised Feature Enhancement Networks for Small Object Detection in Noisy Images, Geonsoo Lee*, Sungeun Hong* and Donghyeon Cho, IEEE Signal Processing Letter (SPL), 2021
송대영, Dae-Young Song
MS 2023.02, Chungnam National University
Current Position: Electronics and Telecommunications Research Institute (ETRI, 한국전자통신연구원)
Publications
- Progressive Artwork Outpainting via Latent Diffusion Models, Dae-Young Song, Jung-Jae Yu and Donghyeon Cho, International Conference on Computer Vision (ICCV), 2025
- DIFu: Depth-guided Implicit Function for Clothed Human Reconstruction, Dae-Young Song, HeeKyung Lee, Jeongil Seo and Donghyeon Cho, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation, Dae-Young Song, Geonsoo Lee, HeeKyung Lee, Gi-Mun Um and Donghyeon Cho, European Conference on Computer Vision (ECCV), 2022
- End-to-End Image Stitching Network via Multi-Homography Estimation, Dae-Young Song, Gi-Mun Um, Hee Kyung Lee and Donghyeon Cho, IEEE Signal Processing Letter (SPL), 2021
권혁준, Hyeok-Joon Kweon
MS 2023.02, Chungnam National University
Current Position: AIworkX (에이아이웍스)
Publications
- Cloth Changing Person Re-Identification with Noisy Patch Filtering, Hyeok-Joon Kweon and Donghyeon Cho, IEEE Signal Processing Letter (SPL), 2023
- Synthetic fisheye 이미지를 이용한 360˚ 파노라마 이미지 스티칭, 권혁준, 조동현, 방송공학회논문지, 2022
- Deep Multi-Image Steganography with Private Keys, Hyeok-Joon Kweon*, Jinsun Park*, Sanghyun Woo and Donghyeon Cho, Electronics, 2021
윤동근, Donggeun Yoon
MS 2024.02, Chungnam National University
Current Position: Samsung Research (삼성 리서치)
Internship
- SI Analytics, Daejeon, Korea (2023.03~2025.07)
Publications
- Consistent Object Removal from Masked Neural Radiance Fields by Estimating Never-Seen Regions in All-Views, Yongjoon Lee, Jaehak Ryu, Donggeun Yoon and Donghyeon Cho, International Conference on Pattern Recognition (ICPR), 2024
- Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model, Donggeun Yoon*, Minseok Seo*, Doyi Kim, Yeji Choi and Donghyeon Cho, European Conference on Computer Vision (ECCV), 2024
- CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image, Donggeun Yoon and Donghyeon Cho, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
- Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning, Donggeun Yoon, Jinsun Park and Donghyeon Cho, Asian Conference on Computer Vision (ACCV), 2022
- Lightweight Deep CNN for Natural Image Matting via Similarity Preserving Knowledge Distillation, Donggeun Yoon*, Jinsun Park* and Donghyeon Cho, IEEE Signal Processing Letter (SPL), 2020
채병주, Byungjoo Chae
MS 2024.02, Chungnam National University
Current Position: AIPIA (아이피아)
Publications
- Online Learning for Reference-Based Super-Resolution, Byungjoo Chae*, Jinsun Park*, Tae-Hyun Kim and Donghyeon Cho, MDPI Electronics, 2022
- Learning Lightweight Low-Light Enhancement Network using Pseudo Well-Exposed Images, Seonggwan Ko*, Jinsun Park*, Byungjoo Chae and Donghyeon Cho, IEEE Signal Processing Letter (SPL), 2021
고성관, Seonggwan Ko
MS 2024.02, Chungnam National University
Current Position: HL Klemove (HL 클레무브)
Publications
- Reference-based Burst Super-resolution, Seonggwan Ko, Yeong Jun Koh and Donghyeon Cho, ACM Multimedia (MM), 2024
- CSSR: Cross-and Self-Feature Transformer with High-Frequency Feature Alignment for Reference-Based Super-Resolution, Seonggwan Ko and Donghyeon Cho, International Conference on Pattern Recognition (ICPR), 2024
- Learning Lightweight Low-Light Enhancement Network using Pseudo Well-Exposed Images, Seonggwan Ko*, Jinsun Park*, Byungjoo Chae and Donghyeon Cho, IEEE Signal Processing Letter (SPL), 2021
김진욱, Jinuk Kim
MS 2024.02, Chungnam National University
Current Position: LIG Nex1 (LIG 넥스원)
Publications
- 딥러닝 네트워크 기반의 투명 객체 특징 추출 및 깊이 추정, 전자공학회 추계학술대회, 2022
양재원, Jaewon Yang
MS 2024.02, Chungnam National University
Publications
- Unpaired Shadow Removal: Enhancing Attention to Shadow Areas via Dropkey, Jaewon Yang, Ukcheol Shin, Donghyeon Cho, International Conference on Electronics, Information, and Communication (ICEIC), 2025
황혜린, Hyerin Hwang
MS 2025.02, Chungnam National University
Current Position: Korea Institute of Ocean Science & Technology (KIOST, 한국해양과학기술원)
Publications
- 입력 텍스트 프롬프트와 출력 이미지와의 연관성 분석을 이용한 데이터 레이블링 및 테스트베드, 황혜린, 문성원, 조동현, 전자공학회논문지, 2024
- 희소 입력 환경에서의 지식 증류를 활용한 카메라-라이다 센서 융합, 황혜린, 조동현, 방송공학회논문지, 2023
류재학, Jaehak Ryu
MS 2026.02
Current Position: Independent Researcher
Publications
- [Thesis] Layout-to-Image Generation via Hybrid Structural Cues
- 정밀한 공간 제어를 위한 입력 레이아웃 구체화, IPIU, 2026
- Preserving Instance-Level Characteristics for Multi-Instance Generation, Jaehak Ryu, Sungwon Moon and Donghyeon Cho, Image and Vision Computing (IMAVIS), 2025
- 레이아웃 기반 생성 모델을 활용한 데이터 증강 및 레이블 신뢰도 평가, IPIU, 2025
- Consistent Object Removal from Masked Neural Radiance Fields by Estimating Never-Seen Regions in All-Views, Yongjoon Lee, Jaehak Ryu, Donggeun Yoon and Donghyeon Cho, International Conference on Pattern Recognition (ICPR), 2024
이용준, Yongjoon Lee
MS 2026.02
Current Position: Electronics and Telecommunications Research Institute (ETRI, 한국전자통신연구원)
Publications
- [Thesis] A Study on Object-Level 3D Scene Editing
- 참조 이미지 투영을 통한 일관적 3차원 객체 제거, IPIU, 2026
- GPGS: Consistent 3D Object Removal via Geometry-Aware 3D Inpainting and Projected Image Refinement in 3D Gaussian Splatting, Yongjoon Lee and Donghyeon Cho, Annual AAAI Conference on Artificial Intelligence (AAAI), 2026
- NeRF에서의 일관적인 객체 제거를 위한 완전히 가려진 영역 추정, IPIU, 2025
- Consistent Object Removal from Masked Neural Radiance Fields by Estimating Never-Seen Regions in All-Views, Yongjoon Lee, Jaehak Ryu, Donggeun Yoon and Donghyeon Cho, International Conference on Pattern Recognition (ICPR), 2024
김보성, Boseong Kim
MS 2026.08
Current Position: Hanyang University (연구원)
Publications
- [Thesis] A Generalized Framework for All-in-One Image Restoration
- Discovering Unseen Degradations to Adapt Open-World Image Restoration, Boseong Kim, Tae Hyun Kim and Donghyeon Cho, Conference on Neural Information Processing Systems (NeurIPS), 2026
- CURE: Controllable Unified Image Restoration for Complex Degradations, Boseong Kim and Donghyeon Cho, International Conference on Pattern Recognition (ICPR), 2026
- 복합 열화 환경에서 복원 제어가 가능한 이미지 복원, IPIU, 2026
- 항공 영상 복원을 위한 비지도 기반 그림자 제거 및 초해상화 통합 모델, 한국방송미디어공학회 추계학술대회, 2025
손성준, Seongjun Son
MS 2026.08
Current Position: Hanyang University (Ph.D. Student)
Publications
- [Thesis] Real-simulation Data-Driven Pathloss Prediction from Aerial Imagery with Morphology-Aware Modeling
- 광선추적법 기반 이종 데이터세트 융합을 통한 딥러닝 기반 라디오 맵 추정 성능 향상, 대한전자공학회 하계학술대회, 2026
- 유도 증류 기법을 활용한 항공 영상에서의 준지도학습 기반 객체 분할 성능 개선에 관한 연구, IPIU, 2026
- 항공 영상에서의 비지도 학습 기반 이동체 분할을 위한 CLIP 기반 의사 마스크 필터링 기법, 한국방송미디어공학회 추계학술대회, 2025
김준하, Junha Kim
MS 2026.08
Current Position: Hanyang University (연구원)
Publications
- [Thesis] A Generalized Framework for Controllable Image Outpainting with Global Blueprint Guidance
- High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control, Junha Kim, Hyunjoon Park and Donghyeon Cho, European Conference on Computer Vision (ECCV), 2026
- 노이즈 최적화 및 레이아웃 조건을 활용한 아웃페인팅 성능 향상, IPIU, 2026
