Lab directory
Jae-Hyup Lee
Jae-Hyup Lee
Kyungpook National University · Computer Science and Engineering
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Professor
Prof. 이재협
Professor's page · publicationsAbout
인공지능 연구실(AIR Lab)의 이재협 교수는 인공지능 모델의 불확실성 예측 및 최소화를 연구한다. AI 기반 컴퓨터 비전과 위성영상 활용 연구를 주요 주제로 다룬다.
Research keywords
Computer vision and image restoration (PAN-sharpeningSAR-to-EO translationsuper-resolutionaerial/satellite imagery)
Selected publications
- PAN-Crafter: Learning Modality-Consistent Alignment for PAN-SharpeningInternational Conference on Computer Vision (ICCV) · 2025
- U-Know-Diff-PAN: Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-SharpeningIEEE Conference on Computer Vision and Pattern Recognition (CVPR) · 2025
- ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detection Aerial Image ObjectsIEEE Conference on Computer Vision and Pattern Recognition (CVPR) · 2025
- Uncertainty-Guided Face Matting for Occlusion-Aware Face TransformationACM International Conference on Multimedia (ACMMM) · 2025
- CFCA-SET: Coarse-to-Fine Context-Aware SAR-to-EO Translation with Auxiliary learning of SAR-to-NIR TranslationIEEE Transactions on Geoscience and Remote Sensing (TGRS) · 2023
- SIPSA-Net: Shift-Invariant PAN Sharpening with Moving Object Alignment for Satellite ImageryIEEE Conference on Computer Vision and Pattern Recognition (CVPR) · 2021
Other labs in this department
- Nathaniel Kang
강네이트
Federated learning & privacy, imbalanced data, AI alignment (LLM)
- Limei Peng
펑리메이
Cloud/fog/edge computing, optical networks, 5G communications, IoT
- Seok-Joo Koh
고석주
IoT networking and Internet standardization (QUIC/CoAP/AMQP transport, mobility management, 6LoWPAN)
- Young-Woo Kwon
권영우
Edge/serverless computing, distributed systems, and deep learning for disaster detection
- Ku-Jin Kim
김구진
3차원 기하 모델링(geometric modeling), 분자 모델링(molecular modeling), GPU 병렬 프로그래밍
- Dong-Kyun Kim
김동균
AI-based intelligent networks, wireless & mobile internet (MONET Lab)