Hyperspectral Image Super-Resolution

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2 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Super-Resolving Unseen Hyperspectral Sensors at Any Scale via Spatial Operators

    Sep 30, 2026Ji-Xuan He, Guohang Zhuang, Bo Junge +6Hyperspectral Image Super-ResolutionOperator Learning

    Xi’an Jiaotong University · Hefei University of Technology · National University of Singapore +1

  2. Spectral Super-Resolution using Spatial-Spectral Residual Operator Networks

    Sep 28, 2026Seokhyun ChinHyperspectral Image Super-ResolutionHyperspectral Imaging

    California Institute of Technology 1200 E California Boulevard, Pasadena, CA, USA

  3. Lightweight Interpretable RGB-Guided Hyperspectral Super-Resolution under Real Cross-resolution Misalignment

    Sep 1, 2026Mohamad Jouni, Aurélien Godet, Mauro Dalla MuraHyperspectral Image Super-ResolutionHyperspectral Imaging

    Univ. Grenoble Alpes, CNRS Grenoble INP, GIPSA-Lab 38000 Grenoble, France · Institut Universitaire de France (IUF) Paris, France

  4. Dual Modality Prompted Diffusion Priors for Zero Shot Hyperspectral Pansharpening

    Aug 12, 2026Pengwei Xie, Fei Zhu, Jiajun Li +4Diffusion Models for Image RestorationHyperspectral Image Super-Resolution

    School of Artificial Intelligence, Beijing Normal University, Beijing 100875, China · School of GeoAI and Hinton STAI Institute, and the Key Laboratory of Geographic Information Science (Ministry of Education), East China Normal University, Shanghai 200241, China · Peking University, Beijing 100871, China +3

  5. USP-Mamba: Unmixing-Derived Spectral and Structural Prompting for Hyperspectral Image Super-Resolution

    Aug 3, 2026Shi Chen, Jie Zhang, Yicong ZhouMambaHyperspectral Image Super-Resolution

    Department of Computer Science, University of Macau, Macau, China

  6. Physics-Guided Deep Unfolding for Blind Cross-Sensor Spectral Super-Resolution via Learning the Spectral Transformation Function

    Jun 4, 2026Zhaolin Li, Jinsong Chen, Shanxin Guo +3Hyperspectral Image Super-ResolutionHyperspectral Imaging

    a Center for Geo-Spatial Information, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China · c Shenzhen Engineering Laboratory of Ocean Environmental Big Data Analysis and Application, Shenzhen, 518055, PR China · b University of Chinese Academy of Sciences, Beijing 100049, China

  7. HyperBench: Standardizing and Scaling Synthetic Evaluation for Hyperspectral Super-Resolution

    May 20, 2026Ritik Shah, Marco F. DuarteBenchmark DesignRemote Sensing Image Super-Resolution

    University of Massachusetts Amherst, MA 01003

  8. Phy-CoSF: Physics-Guided Continuous Spectral Fields Reconstruction and Super-Resolution for Snapshot Compressive Imaging

    May 13, 2026Wudi Chen, Zhiyuan Zha, Xin Yuan +6Image ReconstructionHyperspectral Image Super-Resolution

    College of Communication Engineering, Jilin University, Changchun 130012, China. · School of Engineering, Westlake University, Hangzhou, Zhejiang 310024, China. · School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore 639798. +4

  9. Multispectral Blind Image Super-Resolution for Standing Dead Tree Segmentation

    May 4, 2026Mete Ahishali, Anis Ur Rahman, Einari Heinaro +2Remote Sensing Image SegmentationUnsupervised Domain Adaptation

    Department of Forest Sciences, University of Helsinki, Finland · CSC – IT Center for Science Ltd., Espoo, Finland · KOKO Forest Ltd. +1

  10. Spectral Dynamic Attention Network for Hyperspectral Image Super-Resolution

    Apr 30, 2026Tengya Zhang, Feng Gao, Lin Qi +2Hyperspectral Image Super-ResolutionHyperspectral Imaging

    Sanya Oceanographic Institution, Ocean University of China, Sanya, China · State Key Laboratory of Physical Oceanography, Ocean University of China, Qingdao 266100, China · Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS 39762 USA

  11. Voronoi-guided Bilateral 2D Gaussian Splatting for Arbitrary-Scale Hyperspectral Image Super-Resolution

    Apr 20, 2026Jie Zhang, Jinkun You, Shi Chen +1Hyperspectral Image Super-ResolutionHyperspectral Imaging

    Department of Computer and Information Science University of Macau Macau, China

  12. Self-Supervised Super-Resolution for Sentinel-5P Hyperspectral Images

    Apr 19, 2026Hyam Omar Ali, Antoine Crosnier, Romain Abraham +3Self-Supervised LearningRemote Sensing Image Super-Resolution

    Université d’Orléans, Université de Tours, CNRS, IDP, UMR 7013, Orléans, France · Faculty of Mathematical Sciences, University of Khartoum, Sudan · ENS Lyon, France +2

  13. Correcting Spectra Outside the Backbone: A Model-Agnostic Rectifier for Hyperspectral Image Super-Resolution

    Jan 29, 2026Ji-Xuan He, Guohang Zhuang, Bo Junge +5Hyperspectral Image Super-ResolutionHyperspectral Imaging

    School of Computer Science and Technology, Xi’an Jiaotong University · School of Computer Science and Information Engineering, Hefei University of Technology

  14. Hyperspectral Image Restoration and Super-resolution with Physics-Aware Deep Learning for Biomedical Applications

    Mar 3, 2025Yuchen Xiang, Zhaolu Liu, Monica Emili Garcia-Segura +12Self-Supervised LearningPhysics-Guided Image Restoration

    Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK · Department of Mathematics, Imperial College London, London, UK · Department of Clinical Neurosciences and NIHR Biomedical Research Centre, University of Cambridge, Cambridge, UK +4