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Lianming Xu

2 accepted papers

2025

DULRTC-RME: A Deep Unrolled Low-rank Tensor Completion Network for Radio Map Estimation

Yao Wang, Xin Wu, Lianming Xu, Na Liu, Li Wang
ICASSP 2025accepted

Radio maps enrich radio propagation and spectrum occupancy information, which provides fundamental support for the operation and optimization of wireless communication systems. Traditional radio maps are mainly achieved by extensive manual channel measurements, which is time-consuming and inefficien…

Cited by 0Source ↗Scholar ↗
2025

Self-supervised Hyperspectral and Multispectral Fusion via Deep Low-Rank Prior and Learnable Degradation Networks

Na Liu, Lianming Xu, Suxian Fu, Li Wang
ICASSP 2025accepted

Model-based shallow machine-learning methods and data-driven deep-learning (DL) methods have been advanced to address hyperspectral and multispectral image fusion (HS–MS fusion). Nonetheless, model-based approaches, which meticulously craft regularization terms within optimization models using hand-…

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