Image Reconstruction

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Latest papers 273

30 papers in the last four weeks, down 6% on the four weeks before. 0.2% of all new papers.

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  1. Dual-Domain Sparse-View 4D CBCT Reconstruction with Spatial-Temporal Consistency Learning

    Oct 13, 2026Qi Lai, YuTong HeImage ReconstructionCone-Beam CT

  2. Neuromorphic Decoding and Dynamical Image Reconstruction from Populations of Spiking Retinal Ganglion Cells

    Oct 12, 2026Ning Zhang, Arto NurmikkoNeural DecodingImage Reconstruction

    School of Engineering, Brown University, Providence, RI 02912 USA

  3. Dense Endoluminal Mapping and Localisation from Monocular Bronchoscopy

    Oct 12, 2026Salvatore Esposito, Matias Mattamala, Daniel Rebain +4Simultaneous Localization and MappingEndoscopy

    University of Edinburgh · University of British Columbia

  4. OmniRSI: Taming Latent Diffusion for Unified Multimodal Remote Sensing Image Generation

    Oct 11, 2026Hebaixu Wang, Jing Zhang, Haonan Guo +3Multimodal GenerationUnified Multimodal Models

    Wuhan University & Zhongguancun Academy

  5. Neurons++: A Unified Visual-Stream Framework for Image and Video Reconstruction from fMRI with Neural-to-Visual Interpretability

    Oct 9, 2026Haonan Wang, Yuchen Wang, Jingyu Lu +4Neural DecodingImage Reconstruction

    The Hong Kong University of Science and Technology · Shenzhen Loop Area Institute, Shenzhen, China

  6. Decoding Register Tokens Preserves Global Scene Details

    Oct 9, 2026David Jacob Drexlin, Julius Hense, Jonas DippelVision TransformerImage Reconstruction

    Machine Learning Group, Technische Universität Berlin · BIFOLD – Berlin Institute for the Foundations of Learning and Data Franklinstraße 28/29, 10587 Berlin, Germany · Aignostics, Germany

  7. RePrior: Measurement-Reconciled Prior Correction for Sparse-View CBCT Reconstruction

    Oct 8, 2026Mengrui Yin, Tianxingjian Ding, Wufan Zhao +2Image ReconstructionSparse-View CT Reconstruction

    University of Central Florida · The Hong Kong University of Science and Technology (Guangzhou) · Tampere University +1

  8. Kinetic Langevin Meets Split Gibbs: Accelerated Posterior Sampling for Imaging Inverse Problems with Diffusion Priors

    Oct 7, 2026Dai Hai Nguyen, Duc Dung NguyenBayesian Inverse ProblemsMarkov Chain Monte Carlo

    Hokkaido University · Institute of Information Technology, VAST

  9. Inverting Multi-Vector Visual Document Indices

    Oct 7, 2026Zhuchenyang Liu, Yao Zhang, Yu XiaoModel Inversion AttacksMulti-Vector Retrieval

    Aalto University Espoo, Finland

  10. Gaussian Material Fields for Volumetric Multi-Energy CT Decomposition

    Oct 7, 2026Jian Lin, Jiancheng Fang, Hongming Shan +3Image ReconstructionComputed Tomography

    Laboratory of Image Science and Technology, the School of Computer Science and Engineering, and the Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing 210096, China

  11. Beyond Training from Scratch: Foundation Models for Data-Efficient and Generalizable Cardiac MRI Reconstruction

    Oct 6, 2026Anam Hashmi, Mayug Maniparambil, Julia Dietlmeier +2Image ReconstructionVision Foundation Model Adaptation

    Research Ireland Centre for Research Training in Machine Learning, Ireland · Dublin City University, Ireland · University College Dublin, Ireland +1

  12. Beyond Token Accuracy: Prioritizing What Matters for Visual Reconstruction

    Oct 2, 2026Zhicheng Liu, Zhouxiang Zhao, Chenliang Wu +2Image ReconstructionWireless Resource Allocation

    Zhejiang University

  13. One Photon, Many Worlds: Posteriors and Predictions with Single-Photon Cameras

    Oct 2, 2026Haejoon Lee, Mohit Gupta, Vijayakumar Bhagavatula +1Computational ImagingInverse Problems

    Carnegie Mellon University · Carnegie Mellon University, Pittsburgh, PA, USA · University of Wisconsin-Madison +1

  14. VoxelSynth3D: Interpretable Volumetric Image-Domain Metal Artifact Reduction with a Paired Synthetic CLINIC Benchmark

    Oct 1, 2026Amritesh Banerjee, Abdul Basit, Renil Renji Joseph +2Image EnhancementImage Reconstruction

    University of Massachusetts at Amherst, Amherst, USA · eBRAIN Lab, Division of Engineering, New York University Abu Dhabi (NYUAD), Abu Dhabi, UAE · Indian Institute of Technology Delhi Abu Dhabi, UAE +1

  15. MAGiDiff: Sampling the Photospheric Vector Field from UV/EUV Filtergrams

    Sep 30, 2026Ruoyu Wang, David FouheyImage ReconstructionDiffusion-Based Inverse Problems

    NYU

  16. HiRAE: Hierarchical Representation Autoencoding with Residual Budgets

    Sep 29, 2026Xuanyu Zhu, Yan Bai, Yang Shi +5AutoencodersT2I Generation

    Peking University · Agibot Research · Tsinghua University +1

  17. TomoTransformer: Towards a Foundation Model for CT Reconstruction

    Sep 29, 2026AmirEhsan Khorashadizadeh, Benjamín BéjarMedical Imaging Foundation ModelsImage Reconstruction

    Swiss Data Science Center (SDSC) in Paul Scherrer Institute (PSI), Villigen, Switzerland.

  18. End-to-End Optical Semantic Communication over a Nonlinear WDM Fiber Link

    Sep 29, 2026Hussein Jammal, Andrea Bianco, Cristina RottondiSemantic CommunicationImage Reconstruction

    Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy

  19. You Cannot Recover What Was Never Measured: Quantifying the Information Ceiling of Ultra-Low-Field MRI Super-Resolution

    Sep 29, 2026Prathamesh Pradeep Khole, Shreya Handa, Utkarsh Gupta +1Image ReconstructionMedical Image Super-Resolution

    University of California, Santa Cruz · Johns Hopkins University

  20. SIFARI: Self-Supervised Interferometric Fitting for Astronomical Radio Imaging

    Sep 28, 2026Shunyuan Mao, Andrea Isella, Paris Perdikaris +2Image ReconstructionImplicit Neural Representations

    Department of Physics and Astronomy, Rice University, 6100 Main St, Houston, TX 77005, USA · Rice Space Institute, Rice University, 6100 Main St, Houston, TX 77005, USA · National Radio Astronomy Observatory, 520 Edgemont Road, Charlottesville, VA 22903, USA +4

  21. Handwritten Text Recognition Lives in the High-Pixel Variance Subspace

    Sep 28, 2026Carlos Garrido-Munoz, Jorge Calvo-ZaragozaSelf-Supervised Pre-TrainingImage Reconstruction

    University of Alicante, Spain

  22. Self-Reconstruction Dynamics for Autoencoder Reconstruction Refinement

    Sep 26, 2026Hitoshi IyatomiAutoencodersImage Reconstruction

    Department of Applied Informatics, Faculty of Science and Engineering Hosei University Tokyo, 184-8584, Japan

  23. FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders

    Sep 25, 2026Hongyang Du, Yunfei Xie, Junjie Ye +13AutoencodersImage Reconstruction

    USC PSI Lab · Brown University · Rice University +4

  24. Image Reconstruction from Phase with Untrained Neural Priors

    Sep 25, 2026Ene Meco, Ahmet Enis CetinImage ReconstructionImage Inverse Problems

    Dept. of Electrical and Computer Engineering, University of Illinois at Chicago, IL, 60607, USA

  25. Image Fidelity is Not Field Fidelity: Joint Thermodynamic Reconstruction and Error Localization in Neural Tomography

    Sep 24, 2026Alan Hsu, Jenna Samra, Alin Razvan Paraschiv +1Uncertainty Quantification3D Reconstruction

    Harvard University Cambridge, MA, USA · Center for Astrophysics | Harvard & Smithsonian Cambridge, MA, USA · National Solar Observatory Boulder, CO, USA

  26. Physics-Guided Multi-Objective Deep Learning for Ultrasound RF Data Interpolation in Resource-Constrained Imaging

    Sep 23, 2026Luoyuan Zhang, Yiyang You, Ananya Tandri +4Physics-Guided Image RestorationImage Reconstruction

    University of North Carolina at Chapel Hill, Chapel Hill, NC, USA · Johns Hopkins University, Baltimore, MD, USA

  27. Field-of-View Extension in Dental Cone-Beam CT via Implicit Neural Representations and Diffusion Model-Based Refinement

    Sep 23, 2026Susanne Schaub, Florentin Bieder, Matheus L. Oliveira +5Cone-Beam CTImage Reconstruction

    Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland · Piracicaba Dental School, University of Campinas, Piracicaba, Brazil · State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China +2

  28. PEEL-DDPM: Physics-Enabled Evidential Learning for the Denoising Diffusion Probabilistic Model

    Sep 23, 2026Ge WangUncertainty QuantificationImage Reconstruction

    Biomedical Imaging Center, Rensselaer Polytechnic Institute Troy, New York, USA

  29. Adaptive Tiling for Least-Squares Phase Unwrapping: Runtime and Accuracy

    Sep 22, 2026Antoine Moevus, Max MignotteImage ReconstructionInverse Problems

    Department of Computer Science and Operations Research Université de Montréal

  30. Real-Time Atomic-Resolution Electron Phase Imaging without Probe Calibration via Ptychography-Supervised Learning

    Sep 22, 2026H. Yue, C. -C. Chen, C. -N. Hsiao +4Computational ImagingImage Reconstruction

    College of Intelligent Robotics and Advanced Manufacturing, Fudan University, Shanghai 200433, China. · Department of Engineering and System Science, National Tsing Hua University, Hsinchu 300044, Taiwan · National Center for Instrumentation Research, National Institutes of Applied Research, Hsinchu 300092, Taiwan +3