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. AI-Enhanced Hyperspectral Imaging for Intraoperative Detection of Low-Grade Glioma: A Clinical Study

    Oct 13, 2026Siri Willems, Ishika Jain, Jens De Winne +9Brain Tumor ClassificationHyperspectral Imaging

    imec, Kapeldreef 75, Leuven, 3001, Belgium · Department of Computer Science UAntwerp-imec, Sint-Pietersvliet 7, Antwerp, 2000, Belgium · Department of Telecommunications and Information Processing, IPI-imec, Sint-Pietersnieuwestraat 41, Ghent, 9000, Belgium +3

  2. HyperSAM: A Promptable Foundation Model for Hyperspectral Remote Sensing

    Sep 29, 2026Li Pang, Xinqiao Wu, Jing Yao +5Synthetic Data AugmentationVision Foundation Model Adaptation

    School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an 710049, China · Faculty of Electronic and Information Engineering, Xi’an Jiaotong University, Xi’an 710049, China · State Key Laboratory of Remote Sensing and Digital Earth, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China +4

  3. 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

  4. HyperDAM: Hyperspectral Distractor-Aware Memory with Amodal Expansion for SAM 3 Tracking

    Sep 28, 2026Ryoga Yuzawa, Tasuku TakagiVisual Object TrackingHyperspectral Imaging

  5. Resource-Aware Parameter-Efficient Model Adaptation for Onboard High-Dimensional Data

    Sep 27, 2026Qiyang Zhang, Xinhao Li, Lei Shi +4Fine-TuningLow-Rank Adaptation

    Beijing University of Posts and Telecommunications · Wuhan University · Communication University of China +1

  6. Implicit Neural Representation for Hyperspectral Video Compression

    Sep 25, 2026Alfredo Scalera, Paul Murray, Jaime ZabalzaVideo CompressionNeural Video Compression

    University of Strathclyde Department of Electronic & Electrical Engineering Glasgow, UK

  7. Band-Selection Stability and Semantic Segmentation Performance: A Study on Hyperspectral City

    Sep 25, 2026Jiarong Li, Imad Ali Shah, Enda Ward +3Hyperspectral ImagingRemote Sensing Image Segmentation

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

  8. Passive LWIR Hyperspectral Ranging via Transmittance Extraction and Distance Alignment

    Sep 24, 2026Zhihe Chen, Chen Fan, Shuo Liu +4Thermal ImagingRemote Sensing

    College of Intelligence Science and Technology, National University of Defense Technology, Changsha, Hunan 410073, China · College of Electrical and Information Engineering, Hunan University, Changsha 410082, China

  9. Benchmarking Hyperspectral Foundation Models for Hyperspectral Unmixing

    Sep 23, 2026Edgard Dabier, Christophe Kervazo, Pietro Gori +1Hyperspectral Imaging

    LTCI, T´el´ecom Paris, Institut Polytechnique de Paris, Palaiseau, France

  10. Compact Low-Cost Hyperspectral Imaging via Angular-to-Spectral Diversity Conversion

    Sep 20, 2026Kazuma Fujiwara, Takuya Funatomi, Kazuya Kitano +2Hyperspectral ImagingComputational Imaging

    Nara Institute of Science and Technology, Nara, Japan · Kyoto University, Kyoto, Japan

  11. Interpretable Hyperspectral Unmixing Framework with Fixed Endmember Prior and Structured Residual Refinement

    Sep 8, 2026Ziyi Guan, Jianping Zhang, Qian LiuHyperspectral Imaging

    School of Mathematics and Computational Science, Xiangtan University, Xiangtan 411105, China

  12. AXS-Net: Interpretable Deep Unfolding for Hyperspectral Image Denoising via Spectral Basis Unmixing and Structured Noise Refinement

    Sep 8, 2026Ziyi Guan, Jianping Zhang, Zheng YangHyperspectral ImagingDeep Unfolding

    Xiangtan University, Xiangtan, Hunan, China

  13. Hyperspectral Anomaly Detection via Group Sparse Low-Rank Tensor Factorization With Automatic Anomaly Grouping

    Sep 8, 2026Quan Yu, Yu-Hong Dai, Xiongjun ZhangLow-Rank Matrix DecompositionTensor Decomposition

    School of Mathematics and Statistics, Central China Normal University, Wuhan 430079, China, and also with the Key Laboratory of Nonlinear Analysis and Applications (Ministry of Education), Central China Normal University · State Key Laboratory of Mathematical Sciences, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China, and also with the School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China

  14. AGSA-Net: Abundance-Guided Self-Attention Network for Spectral Unmixing-Aware Hyperspectral Remote Sensing Image Classification

    Sep 6, 2026Nafisa Anjum, Satavisa Dey Borno, Ananna Saha +4Hyperspectral Image ClassificationHyperspectral Imaging

    North South University, Dhaka, Bangladesh · Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh

  15. Methane Detection On Board Satellites from Unorthorectified Imagery

    Sep 4, 2026Luca Marini, Maggie Chen, Hala Lamdouar +3Remote SensingRemote Sensing Image Segmentation

    Delft University of Technology, Delft, The Netherlands · University of Oxford, Oxford, United Kingdom · Universitat de València, València, Spain +2

  16. On-board ML for Trace Gas detection in Imaging Spectroscopy data

    Sep 3, 2026Vít Růžička, Adam Chlus, Andrew Thorpe +1Remote SensingOn-Device Inference

    Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, Pasadena CA, USA

  17. Agentic Multimodal Models for Environmental Hyperspectral Unmixing

    Sep 1, 2026Michał Cholewa, Luca Ciampi, Nicola Messina +2Hyperspectral ImagingMultimodal Agents

    IITiS-PAS, Gliwice, Poland · ISTI-CNR, Pisa, Italy

  18. 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

  19. BRF-GS: Hyperspectral Bidirectional Reflectance Factor Modeling and Image Generation Based on 3D Gaussian Splatting

    Aug 31, 2026Yiling Yao, Wenjuan Zhang, Bowen Wang +33D Gaussian SplattingRemote Sensing

    Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China · International Research Center of Big Data for Sustainable Development Goals, Beijing 100094, China · University of Chinese Academy of Sciences, Beijing 100049, China

  20. Minerals in the Wild: A Hyperspectral-XRF Dataset for Elemental Composition Estimation

    Aug 31, 2026Eleftheria Tetoula-Tsonga, George Arvanitakis, Theodoros GiannakasHyperspectral Imaging

    Institute of Communication and Computer Systems, Athens, Greece · Geonova, Athens, Greece

  21. Compact Snapshot Spectral Imaging with Calibration-Free Aperture Diffraction

    Aug 29, 2026Tao Lv, Quan Yuan, Shiqiao Li +5Hyperspectral ImagingComputational Imaging

    Nanjing University, Nanjing, 210023, China

  22. MWIR-4-Plastic: The Identification of Complex End-of-Life Industrial Plastic using Mid-wave Infrared Hyperspectral Imaging and Machine Learning

    Aug 28, 2026Elias Arbash, Andréa de Lima Ribeiro, Filipa Simões +9ClassificationHyperspectral Image Classification

    Helmholtz-Zentrum Dresden-Rossendorf (HZDR) - Helmholtz Institute Freiberg for Resource Technology (HIF), Freiberg, Germany · University of Antwerp, Antwerp, Belgium · Remote Sensing and Geoinformatics, Freie Universität Berlin, Berlin, Germany +2

  23. Cross-Spectral Dense Correspondence for Multimodal Spectral Medical Imaging

    Aug 28, 2026Eric L. Wisotzky, Jost Triller, Simon W. Härtl +3Image MatchingCross-Modal Feature Matching

    Vision & Imaging Technologies, Fraunhofer Heinrich Hertz Institute HHI, Berlin, Germany · Visual Computing, Humboldt University Berlin, Germany · Functional Imaging in Surgical Oncology, National Center for Tumordiseases, Dresden, Germany

  24. Hyperspectral Diffusion Equivariant Imaging (HyDiff-EI): A Self-supervised Framework for Hyperspectral Image Inpainting

    Aug 27, 2026Shuo Li, Mike Davies, Mehrdad YaghoobiImage InpaintingHyperspectral Imaging

    Institute for Digital Communications, School of Engineering, University of Edinburgh · School of Engineering, University of Edinburgh

  25. Turning spectra into images improves plant trait retrieval with 2D-CNNs

    Aug 17, 2026Javier Lopatin, Teja Kattenborn, Eya Cherif +1Plant PhenotypingConvolutional Neural Networks

    Data Observatory Foundation, ANID Technology Center No. DO210001, Santiago, Chile, 7510277 · Center for Climate Resilience Research (CR)2, University of Chile, Santiago, Chile, 8370449 · Sensor-based Geoinformatics (geosense), University of Freiburg, Freiburg, Breisgau, Germany +2

  26. Convolution-Free Holistic Multivariance Decomposition Layer for Efficient Hyperspectral Image Classification Tensor Networks

    Aug 17, 2026Süha Tuna, Ülker BaşarHyperspectral Image ClassificationHyperspectral Imaging

    Istanbul Technical University, Informatics Institute, Maslak 34469, İstanbul, Türkiye · Istanbul Esenyurt University, Faculty of Business and Management Sciences, Department of Management Information Systems, Esenyurt, 34517, İstanbul, Türkiye

  27. Registration-Free Hyperspectral Reconstruction from RGB via a Permutation-Invariant Gram-Matrix Principle

    Aug 15, 2026Jiangsan Zhao, Masayuki Hirafuji, Seishi Ninomiya +2Hyperspectral ImagingHyperspectral Image Super-Resolution

    Department of Agricultural Technology, Norwegian Institute of Bioeconomy Research (NIBIO), Ås, Norway · Laboratory of Field Phenomics, Graduate School of Agriculture and Life Sciences, The University of Tokyo, Nishitokyo, Tokyo 188-0002, Japan · Plant Phenomics Research Center, Nanjing Agricultural University, Nanjing, China

  28. Few-Shot Ordinal Learning for Day-Wise Freshness Estimation with Hyperspectral Fish Images

    Aug 12, 2026Kazi Nabiul Alam, Pooneh Bagheri Zadeh, Akbar Sheikh-AkbariFew-Shot LearningHyperspectral Imaging

    School of Built Environment, Engineering and Computing, Leeds Beckett University, Leeds, United Kingdom.

  29. 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

  30. MSP-Net: Manifold-Guided Spectral Prompt Network for Hyperspectral Object Tracking

    Aug 10, 2026Juliu Li, Hanlin Qin, Shuowen Yang +4Prompt LearningVisual Object Tracking