Search Results for author: Li Pang

Found 2 papers, 2 papers with code

HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models

1 code implementation24 Feb 2024 Li Pang, Xiangyu Rui, Long Cui, Hongzhong Wang, Deyu Meng, Xiangyong Cao

Specifically, the reduced image, which has a low spectral dimension, lies in the image field and can be inferred from our improved diffusion model where a new guidance function with total variation (TV) prior is designed to ensure that the reduced image can be well sampled.

Denoising Image Restoration +1

Unsupervised Hyperspectral Pansharpening via Low-rank Diffusion Model

1 code implementation18 May 2023 Xiangyu Rui, Xiangyong Cao, Li Pang, Zeyu Zhu, Zongsheng Yue, Deyu Meng

To address these issues, in this work, we propose a low-rank diffusion model for hyperspectral pansharpening by simultaneously leveraging the power of the pre-trained deep diffusion model and better generalization ability of Bayesian methods.

Pansharpening

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