activity
20152026
most citedFusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution

218 citations · 381 across the 17 of their papers we have counts for

collaborators

18 papers

cs.CV2026

Dual Modality Prompted Diffusion Priors for Zero Shot Hyperspectral Pansharpening

Pengwei Xie, Fei Zhu, Jiajun Li +3

Hyperspectral pansharpening aims to reconstruct a high resolution hyperspectral (HRHS) image from a panchromatic (PAN) image and a low resolution hyperspectral (LRHS) image while p…

cs.CV2026

GSPan: A Continuous Gaussian Primitive Representation for Arbitrary-Scale Pansharpening

Fangyi Li, Xiaoyuan Yang, Yixiao Li +3

Pansharpening aims to generate high-resolution multispectral (HRMS) images by fusing low-resolution multispectral (LRMS) and panchromatic (PAN) observations. Most existing deep lea…

cs.CV2026

SoDa2: Single-Stage Open-Set Domain Adaptation via Decoupled Alignment for Cross-Scene Hyperspectral Image Classification

Yiwen Liu, Minghua Wang, Jing Yao +2

Cross-scene hyperspectral image (HSI) classification stands as a fundamental research topic in remote sensing, with extensive applications spanning various fields. Owing to the inc…

cs.CV2026

Robust Principal Component Completion

Yinjian Wang, Wei Li, Yuanyuan Gui +2

Robust principal component analysis (RPCA) seeks a low-rank component and a sparse component from their summation. Yet, in many applications of interest, the sparse foreground actu…

cs.CV2026

Fast Model-guided Instance-wise Adaptation Framework for Real-world Pansharpening with Fidelity Constraints

Zhiqi Yang, Jin-Liang Xiao, Shan Yin +2

Pansharpening aims to generate high-resolution multispectral (HRMS) images by fusing low-resolution multispectral (LRMS) and high-resolution panchromatic (PAN) images while preserv…

cs.CV2025

Compact Multi-level-prior Tensor Representation for Hyperspectral Image Super-resolution

Yinjian Wang, Wei Li, Yuanyuan Gui +1

Fusing a hyperspectral image with a multispectral image acquired over the same scene, \textit{i.e.}, hyperspectral image super-resolution, has become a popular computational way to…