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Scientific Research
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Paper Publications
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Hyperspectral image denoising: Reconciling sparse and low-tensor-ring-rank priors in the transformed domain.
IEEE Transactions on Geoscience and Remote Sensing 61, 1-13.
Spectral super-resolution via model-guided cross-fusion network.
IEEE Transactions on Neural Networks and Learning Systems.
Interpretable deep attention prior for image restoration and enhancement.
IEEE Transactions on Computational Imaging 9, 185-196.
SinoLC-1: The first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data.
Earth System Science Data Discussions 2023, 1-38.
A Spatial-Spectral Transformer Network with Total Variation Loss for Hyperspectral Image Denoising.
IEEE Geoscience and Remote Sensing Letters.
Cross-region plastic greenhouse segmentation and counting using the style transfer and dual-task networks.
Computers and Electronics in Agriculture 207, 107766.
Combining low-rank and deep plug-and-play priors for snapshot compressive imaging.
IEEE Transactions on Neural Networks and Learning Systems.
Content-Aware Subspace Low-Rank Tensor Recovery for Hyperspectral Image Restoration.
IEEE Transactions on Geoscience and Remote Sensing.
Cross-Domain Meta-Learning under Dual Adjustment Mode for Few-Shot Hyperspectral Image Classification.
IEEE Transactions on Geoscience and Remote Sensing.
GLoCNet: Robust Feature Matching with Global-local Consistency Network for Remote Sensing Image Registration.
IEEE Transactions on Geoscience and Remote Sensing.
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Published Books
He Wei , Danfeng Hong , Scarpa Giuseppe , Uezato Tatsumi and Yokoya Naoto. Multisource Remote Sensing Image Fusion, Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences. John Wiley & Sons Ltd. 2021-08-13.
Research Projects
噪声条件下的可解释性高光谱深度融合方法研究. 2023-01-01 to 2026-12-31.
Generative Adversarial Networks Based Multi-Sensor Remote Sensing Image Translation for Disaster Damage Mapping.
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