Chunming He

Diffusion Models in Low-Level Vision: A Survey

Chunming He, Chengyu Fang, Fengyang Xiao et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2025 · 63 citations · Full text

Computing, Computer Science, Biomedical Imaging +8

DM-Fusion: Deep Model-Driven Network for Heterogeneous Image Fusion

Guoxia Xu, Chunming He, Hao Wang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 49 citations

Computing, Computer Science, Computer Vision +16

HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance

Chunming He, Kai Li, Guoxia Xu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 46 citations

Computing, Biomedical Engineering, Computer Science +16

Multi-modal sequence learning for Alzheimer’s disease progression prediction with incomplete variable-length longitudinal data

Lei Xu, Hui Wu, Chunming He et al. · Medical Image Analysis · 2022 · 44 citations

Life Sciences, Neurology, Neuroscience +17

Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion

Chunming He, Kai Li, Guoxia Xu et al. · 2023 · 33 citations

Computing, Computer Science, Computer Vision +7