Hyperspectral Imaging

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9 papers in the last four weeks, down 44% on the four weeks before. 0.1% of all new papers.

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  1. Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection

    Apr 7, 2026Luqi Gong, Qixin Xie, Yue Chen +4Hyperspectral ImagingParameter-Efficient Fine-Tuning

    Research Center for Space Computing System, Zhejiang Lab, Hangzhou 311121, China · State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China · Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China

  2. Non-Destructive Prediction of Fruit Ripeness and Firmness Using Hyperspectral Imaging and Lightweight Machine Learning Models

    Apr 5, 2026Phongsakon Mark Konrad, Casper Kunstmann-Olsen, Jacek Fiutowski +1Agricultural Image AnalysisHyperspectral Imaging

    The Maersk Mc-Kinney Moller Institute, SDU Centre for Industrial Software, University of Southern Denmark, Sønderborg, 6400, Denmark · Mads Clausen Institute, SDU NanoSyd, University of Southern Denmark, Sønderborg, 6400, Denmark

  3. Physics-Informed Untrained Learning for RGB-Guided Superresolution Single-Pixel Hyperspectral Imaging

    Apr 4, 2026Hao Zhang, Bilige Xu, Lichen Wei +2Hyperspectral ImagingHyperspectral Image Super-Resolution

    College of Science, Northwest Agriculture & Forestry University, Yangling 712100, China · Key Laboratory of Photoelectronic Imaging Technology and System, School of Optics and Photonics, Beijing Institute of Technology, Beijing, China · State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, China

  4. Looking into a Pixel by Nonlinear Unmixing -- A Generative Approach

    Apr 1, 2026Maofeng Tang, Hairong QiHyperspectral ImagingGenerative Adversarial Networks

    Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville

  5. Polyhedral Unmixing: Bridging Semantic Segmentation with Hyperspectral Unmixing via Polyhedral-Cone Partitioning

    Mar 31, 2026Antoine Bottenmuller, Etienne Decencière, Petr DokládalHyperspectral Imaging

    CMM, PSL, STIM · Mines Paris, PSL University, Centre for Mathematical Morphology (CMM), 77300 Fontainebleau, France

  6. SVH-BD : Synthetic Vegetation Hyperspectral Benchmark Dataset for Emulation of Remote Sensing Images

    Mar 30, 2026Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel +1Remote Sensing BenchmarksRemote Sensing

  7. 3-D Representations for Hyperspectral Flame Tomography

    Mar 29, 2026Nicolas Tricard, Zituo Chen, Sili DengComputed TomographyImplicit Neural Representations

    Department of Mechanical Engineering, Massachusetts Institute of Technology 77 Massachusetts Ave, Cambridge, MA 02139, United States

  8. Learnable Quantum Efficiency Filters for Urban Hyperspectral Segmentation

    Mar 27, 2026Imad Ali Shah, Jiarong Li, Ethan Delaney +4Hyperspectral ImagingPhysics-Informed ML

    School of Engineering, University of Galway, Ireland · Ryan Institute, University of Galway, Ireland · Valeo Vision Systems, Tuam, Ireland

  9. HyVIC: A Metric-Driven Spatio-Spectral Hyperspectral Image Compression Architecture Based on Variational Autoencoders

    Mar 27, 2026Martin Hermann Paul Fuchs, Behnood Rasti, Begüm DemirLearned Image CompressionHyperspectral Imaging

    Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin, 10587 Berlin, Germany

  10. Challenges in Hyperspectral Imaging for Autonomous Driving: The HSI-Drive Case

    Mar 26, 2026Koldo Basterretxea, Jon Gutiérrez-Zaballa, Javier EchanobeHyperspectral ImagingAutonomous Driving Perception

    University of the Basque Country, Dep. of Electronics Technology · University of the Basque Country, Dep. of Electricity and Electronics

  11. Connecting Meteorite Spectra to Lunar Surface Composition Using Hyperspectral Imaging and Machine Learning

    Mar 25, 2026Fatemeh Fazel Hesar, Mojtaba Raouf, Amirmohammad Chegeni +5Remote SensingHyperspectral Image Classification

    Leiden Institute of Advanced Computer Science, Leiden University, P.O. Box 9504, 2300 RA Leiden, The Netherlands · ILEWG LUNEX-EuroSpaceHub EuroMoonMars Earth-Space Innovation Wassenaar, Leiden & Noordwijk, The Netherlands · Department of Space Engineering, Delft University of Technology, 2629 HS Delft, The Netherlands +6

  12. λSplit: Self-Supervised Content-Aware Spectral Unmixing for Fluorescence Microscopy

    Mar 24, 2026Federico Carrara, Talley Lambert, Mehdi Seifi +1Microscopy Image AnalysisHyperspectral Imaging

    Fondazione Human Technopole, Milan, Italy · Università Campus Bio-Medico, Rome, Italy · Harvard Medical School, Boston, MA, USA

  13. SpecTM: Spectral Targeted Masking for Trustworthy Foundation Models

    Mar 23, 2026Syed Usama Imtiaz, Mitra Nasr Azadani, Nasrin AlamdariMasked Image ModelingGeospatial Foundation Models

    Department of Civil and Environmental Engineering Florida State University, Tallahassee, FL, USA

  14. A Variational Latent-Space Framework for Uncertainty-Aware Spectral Image Emulation

    Mar 23, 2026Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel +1Neural Surrogate ModelingVariational Autoencoders

    Univ. Littoral Côte d’Opale, LISIC – UR 4491, 62219, Longuenesse, France

  15. Unregistered Spectral Image Fusion: Unmixing, Adversarial Learning, and Recoverability

    Mar 23, 2026Jiahui Song, Sagar Shrestha, Xiao FuMulti-Source Image FusionHyperspectral Image Super-Resolution

    The authors are with the School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, United States.

  16. Oscillating Dispersion for Maximal Light-throughput Spectral Imaging

    Mar 16, 2026Jiuyun Zhang, Zhan Shi, Linsen Chen +1Computational ImagingHyperspectral Imaging

    Nanjing University, Nanjing, China · Key Laboratory of Optoelectronic Devices and Systems with Extreme Performances of MOE, Nanjing University, Nanjing, China

  17. MiSiSUn: Minimum Simplex Semisupervised Unmixing

    Mar 13, 2026Behnood Rasti, Bikram Koirala, Paul ScheundersHyperspectral ImagingSemi-Supervised Learning

    Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin, 10623 Berlin, Germany · Berlin Institute for the Foundations of Learning and Data (BIFOLD), 10623 Berlin, Germany · Imec-VisionLab, Department of Physics, University of Antwerp, Belgium

  18. 6ABOS: An Open-Source Atmospheric Correction Framework for the EnMAP Hyperspectral Mission Based on 6S

    Mar 11, 2026Gabriel Caballero Cañas, Bárbara Alvado Arranz, Xavier Sòria-Perpinyà +3Remote SensingHyperspectral Imaging

    Laboratory for Earth Observation (LEO), Image Processing Laboratory (IPL), Universitat de València, Spain

  19. Unbalanced Optimal Transport Dictionary Learning for Unsupervised Hyperspectral Image Clustering

    Mar 10, 2026Joshua Lentz, Nicholas Karris, Alex Cloninger +1Image ClusteringDictionary Learning

    Tufts University, Department of Mathematics, Medford, MA 02155, USA · University of California San Diego, Department of Mathematics, La Jolla, CA 92093, USA · University of California San Diego, Halıcıo˘glu Data Science Institute, La Jolla, CA 92093, USA

  20. WS-Net: Weak-Signal Representation Learning and Gated Abundance Reconstruction for Hyperspectral Unmixing via State-Space and Weak Signal Attention Fusion

    Mar 10, 2026Zekun Long, Ali Zia, Guanyiman Fu +2Hyperspectral ImagingRepresentation Learning

    School of Information and Communication Technology, Griffith University, Brisbane, QLD 4111, Australia · School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, VIC 3086, Australia · CSIRO Agriculture and Food, Canberra, ACT 2601, Australia

  21. Enhancing Unregistered Hyperspectral Image Super-Resolution via Unmixing-based Abundance Fusion Learning

    Mar 9, 2026Yingkai Zhang, Tao Zhang, Jing Nie +1Hyperspectral Image Super-ResolutionHyperspectral Imaging

    Beijing Institute of Technology · Hangzhou Dianzi University

  22. AI-Driven Phase Identification from X-ray Hyperspectral Imaging of cycled Na-ion Cathode Materials

    Mar 8, 2026Fayçal Adrar, Nicolas Folastre, Chloé Pablos +7Materials SciencePhase Transitions

    Laboratoire de Réactivité et de Chimie des Solides (LRCS), CNRS UMR 7314, Université de Picardie Jules Verne, Hub de l’Energie, 15 Rue Baudelocque, Amiens, France · Réseau sur le Stockage Electrochimique de l’Energie (RS2E), CNRS FR 3459, Hub de l’Energie, 15 Rue Baudelocque, Amiens, France · ALISTORE-European Research Institute, CNRS FR 3104, Hub de l’Energie, Rue Baudelocque, Amiens, France +3

  23. Towards 3D Scene Understanding of Gas Plumes in LWIR Hyperspectral Images Using Neural Radiance Fields

    Mar 5, 2026Scout Jarman, Zigfried Hampel-Arias, Adra Carr +13D Scene Understanding3D Reconstruction

    Utah State University, Department of Mathematics & Statistics, Logan, UT USA · Los Alamos National Laboratory, Intelligence and Space Research Division, Los Alamos, NM USA

  24. Spectral Gaps and Spatial Priors: Studying Hyperspectral Downstream Adaptation Using TerraMind

    Mar 4, 2026Julia Anna Leonardi, Johannes Jakubik, Paolo Fraccaro +1Geospatial Foundation ModelsVision Foundation Model Adaptation

    Department of Civil and Environmental Engineering, Politecnico di Milano, Milan, Italy · IBM Research Europe, Rüschlikon, Switzerland

  25. mHC-HSI: Clustering-Guided Hyper-Connection Mamba for Hyperspectral Image Classification

    Mar 3, 2026Yimin Zhu, Zack Dewis, Quinn Ledingham +6Hyperspectral Image ClassificationHyperspectral Imaging

    Department of Geomatics Engineering, University of Calgary, Canada · Department of Geography, Faculty of Arts, The University of Jordan, Amman, Jordan

  26. Unmixing ATR-μFTIR spectroscopic images of cross-sections of historical oil paintings

    Mar 3, 2026Shivam Pande, Nicolas Nadisic, Francisco Mederos-Henry +1Hyperspectral ImagingCultural Heritage

    Department of Telecommunications and Information Processing, Ghent University, Belgium. · Royal Institute for Cultural Heritage (KIK-IRPA), Belgium. · Engineering of Molecular Nanosystems (EMNS) Laboratory, Université Libre de Bruxelles (ULB), Belgium.

  27. Perspective-Equivariant Fine-tuning for Multispectral Demosaicing without Ground Truth

    Mar 2, 2026Andrew Wang, Mike DaviesComputational ImagingImage Restoration

    School of Engineering, University of Edinburgh

  28. VP-Hype: A Hybrid Mamba-Transformer Framework with Visual-Textual Prompting for Hyperspectral Image Classification

    Mar 1, 2026Abdellah Zakaria Sellam, Fadi Abdeladhim Zidi, Salah Eddine Bekhouche +4Hyperspectral Image ClassificationHyperspectral Imaging

    Institute of Applied Sciences and Intelligent Systems (ISASI), CNR, 73100 Lecce, Italy · Dept. of Engineering for Innovation, University of Salento, 73100 Lecce, Italy · VSC Laboratory, Department of Electronics and Automation, University of Biskra, Biskra, Algeria +4

  29. Exploring Spatiotemporal Feature Propagation for Video-Level Compressive Spectral Reconstruction: Dataset, Model and Benchmark

    Feb 28, 2026Lijing Cai, Zhan Shi, Chenglong Huang +6Image ReconstructionHyperspectral Imaging

  30. Lumosaic: Hyperspectral Video via Active Illumination and Coded-Exposure Pixels

    Feb 25, 2026Dhruv Verma, Andrew Qiu, Roberto Rangel +8Hyperspectral ImagingComputational Imaging

    Department of Computer Science, University of Toronto, Canada · Department of Electrical & Computer Engineering, University of Toronto, Canada