H.-H. Kim and M. Kim, “Electro-Optical Response-Aware Learning for PAN-Sharpening of Satellite Images,” IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS, JCR: 3.47%, IF: 8.6). (*Submitted)

D. Kim, H. Kim, D.-C Seo, H.-H. Kim, J. Jeong, Y.-J. Koh and H.-J. Lee, “ColorSate: A Color Correction Network for Satellite Imagery with Channel-Specific Distortion Decoder,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS, JCR: 10.4%, IF: 5.3), vol. 19, pp. 19063-19083, 2026.

J. Park, S. Kim, M. Jeon, H.-H. Kim, D. Seo, J. Jung, and J. Lee, “RPM: Robust PAN-Sharpening With Multispectral Misalignment Correction,” IEEE Geoscience and Remote Sensing Letters (IEEE GRSL, JCR: 9.5%, IF: 4.4), vol. 23, pp. 1-5, 2026.

M. Jeon*, H.-H. Kim*, J. Park, D.-C Seo and J.-H Lee. "U-SET: Uncertainty-aware SAR-to-EO Translation," IEEE Signal Processing Letters (IEEE SPL), Accepted for Publication, 2025. (*: Equally contributed as co-first authors)

H.-H. Kim and M. Kim. "Dual-Decoder VAE-Based Latent Diffusion for PAN-Sharpening," IEEE Geoscience and Remote Sensing Letters (IEEE GRSL, JCR: 9.5%, IF: 4.4), 2025.

H.-H. Kim, J. Kim, D.-C Seo, J.-H Jeong and Y. Kim. "PanSAM-HAT: A Hybrid Attention Transformer with PanSpectral Attention Module for Compression Artifacts Removal in Satellite Imagery," IEEE Access, vol. 13, pp. 149216-149229, 2025.

H.-H. Kim and M. Kim, "FBS-PS: Fully Band-Separable PAN-Sharpening Considering the Physical Characteristics of Electro-Optical Sensors," IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS, JCR: 3.47%, IF: 8.6), vol. 63, pp. 1-20, 2025.

H.-H. Kim and M. Kim, "Deep Spectral Blending Network for Color Bleeding Reduction in PAN-Sharpening Images," IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS, JCR: 3.47%, IF: 8.6), vol. 62, pp. 1-14, 2024.

J.-M. Kim, H.-H. Kim, D.-C. Seo, J.-H. Jeong, J.-K. Kang and Y. Kim, "MASCAR: Multidomain Adaptive Spatial–Spectral Variable Compression Artifact Removal Network for Multispectral Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS, JCR: 3.47%, IF: 8.6), vol. 62, pp. 1-20, 2024.

J.-H. Lee, H.-H. Kim, D.-C. Seo and M. Kim, "Segmentation-Guided Context Learning Using EO Object Labels for Stable SAR-to-EO Translation," IEEE Geoscience and Remote Sensing Letters (IEEE GRSL, JCR: 10.4%, IF: 4.0), vol. 21, pp. 1-5, 2024.

J.-H. Lee, H. Cho, D.-C. Seo, H.-H. Kim, J. Jeong and M. Kim, "CFCA-SET: Coarse-to-Fine Context-Aware SAR-to-EO Translation With Auxiliary Learning of SAR-to-NIR Translation," IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS, JCR: 3.47%, IF: 7.5), vol. 61, pp. 1-18, 2023.

J. Song, J.-H. Jeong, D.-S. Park, H.-H. Kim, D.-C. Seo and J. C. Ye, "Unsupervised Denoising for Satellite Imagery Using Wavelet Directional CycleGAN," IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS, JCR: 5.45%, IF: 6.6), vol. 59, no. 8, pp. 6823-6839, Aug. 2021.

S. Seo, J.-S Choi, J.-H Lee, H.-H. Kim, D.-C Seo, and M. Kim, "UPSNet: Unsupervised Pan-Sharpening Network With Registration Learning Between Panchromatic and Multi-Spectral Images," IEEE Access, vol. 8, pp. 201199-201217, 2020.

S.-J. Yoon*, H.-H. Kim*, and M. Kim, "Hierarchical Extended Bilateral Motion Estimation-Based Frame Rate Upconversion Using Learning-Based Linear Mapping," IEEE Transactions on Image Processing (IEEE TIP, JCR: 6.34%, IF: 6.79), vol. 27, no. 12, pp. 5918-5932, Dec. 2018. (*: Equally contributed as co-first authors)

H.-H. Kim, M. Kim and J. Lee, “Video Can Teach PAN-Sharpening: PSF-Aware Cross-Domain Supervision,”, European Conference on Computer Vision (ECCV), June. 2026. (Accepted)

H.-H. Kim, D.-C. Seo, J.-H Jung, D. Cha and D. Lee, "Blind Motion Deblurring for Satellite Image using Convolutional Neural Network," IEEE Digital Image Computing: Techniques and Applications (IEEE DICTA), Perth, WA, Australia, pp. 1-8, 2019.

H.-H. Kim, D.-C. Seo, J.-H., Jeong, D. Park and D. Lee, "An Analysis of the Effect of Tilt Angle on MTF of KOMPSAT-3A,", 40th Asian Conference on Remote Sensing (ACRS), pp. 1537-1539, 2019.

H.-H. Kim, J.-S Choi and M. Kim, "Single image super-interpolation using adjusted self-exemplars," Electronic Imaging (EI), pp. 81-86, 2017.

H.-H. Kim, D.-C. Seo, J.-H. Jeong and Y. Kim, "A Study on Lightweight CNN-based Interpolation Method for Satellite Images," Korean Journal of Remote Sensing (KJRS), vol38(2), pp. 167-177, 2022.

H.-H. Kim, D.-C. Seo, J.-H. Jeong and Y. Kim, "A Study on Non-uniformity Correction Method through Uniform Area Detection Using KOMPSAT-3 Side-Slider Image," Korean Journal of Remote Sensing (KJRS), vol37(5), pp. 1013-1027, 2021.

H.-H. Kim, J.-H. Jeong, D.-H Lee and D.-C. Seo, "A Study on the Seamline Estimation for Mosaicking of KOMPSAT-3 Images," Korean Journal of Remote Sensing (KJRS), vol36(6), pp. 1537-1549, 2020.

김현호, 김용우, "Hybrid Attention Transformer(HAT)을 활용한 다채널 위성영상 초해상화 연구," 제35회 인공지능신호처리 학술대회,  2025.

김현호, 정재헌, 박대순, 서두천, "광학계 특성을 고려한 PAN-sharpening 방법," 2025년도 항공우주시스템공학회 춘계학술대회, 2025.

김현호, 정재헌, 서두천, "Attention을 이용한 PAN Sharpening 알고리즘 연구," 2023년 대한원격탐사학회 추계학술대회, 2023.

김현호, 정재헌, 서두천, "Invertible Module을 이용한 PAN Sharpening 알고리즘 연구," 2023년 대한원격탐사학회 추계학술대회, 2023.

김재명, 김현호, 정재헌, 서두천, 김용우, "초소형 군집 위성 영상 색상 균일화를 위한 전처리 기술 연구," 2023년 대한원격탐사학회 추계학술대회, 2023.

박대순, 김현호, 정재헌, 서두천, "위성광학영상 공간품질 검정을 위한 Edge Aggregation 기법," 2023년 대한원격탐사학회 추계학술대회, 2023.

김현호, 정재헌, 서두천, 김용우, "군집 위성을 위한 영상 색상 균일화 보정 기법 연구", 제1회 우주학술대회, 2023.

김현호, 정재헌, 박대순, 이동한, 서두천, "저조도 환경에서의 고해상도 위성 영상의 가우시안 노이즈 제거방법에 관한 연구", 2020년 대한원격탐사학회 추계학술대회,  2020

김현호, 정재헌, 박대순, 이동한, 서두천, "고해상도 위성 영상의 수직 노이즈 보상 알고리즘 연구", 2018년 대한원격탐사학회 추계학술대회,  2018

H.-H. Kim and M. Kim, KR1020349670000, Motion Deblurring Method and Apparatus.