Image Reconstruction

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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. BREIT: A Framework for Brain Stroke Reconstruction using Multi-Frequency 3D EIT

    Jun 27, 2026Djahid Abdelmoumene, Ishak Ayad, Maï K. Nguyen +1Medical ImagingFourier Neural Operator

    ETIS (UMR 8051), CY Cergy Paris University, ENSEA, CNRS, Cergy France · AGM (UMR 8088), CY Cergy Paris University, CNRS, Cergy, France · Paris-Saclay University, CentraleSupélec, Inria, CVN, Gif-sur-Yvette, France

  2. HDDPM: Heteroscedastic Denoising Diffusion Probabilistic Model for Quantitative Low-Count Brain PET Recovery

    Jun 26, 2026Raymond Confidence, Udunna C. AnazodoDiffusion Models for Image RestorationImage Reconstruction

    Department of Biomedical Engineering, McGill University, Montreal, Canada · Montreal Neurological Institute, McGill University, Montreal, QC, Canada

  3. Recovering Sharp Conductivity Features in the Finite-Data Calderón Problem with Physics-Informed Neural Networks

    Jun 26, 2026Ali AlHadi Kalout, Pablo Tejerina-Pérez, Konstantin Karchev +5Fourier Feature EmbeddingsImage Reconstruction

    Institut de Ciències del Cosmos (ICCUB), Universitat de Barcelona, Martí i Franquès 1, ES-08028, Barcelona, Spain · Departament de Física Quàntica i Astrofísica, Universitat de Barcelona, Martí i Franquès 1, ES-08028, Barcelona, Spain · ICREA, Pg. Lluis Companys 23, 08010, Barcelona, Spain +2

  4. Enabling self-supervised learned primal dual with Noise2Inverse

    Jun 25, 2026Antti Sällinen, Siiri Rautio, Santeri Kaupinmäki +1Self-Supervised LearningImage Reconstruction

    Research Unit of Mathematical Sciences, University of Oulu, Finland · Department of Mathematics and Information Science, Josai University, Japan · Department of Computer Science, University College London, United Kingdom

  5. Dual-Prior Guided Null-Space Learning with Mixture-of-Splines for Arbitrary Medical Slice Super-Resolution

    Jun 25, 2026Haofei Song, Siyuan Xu, Xintian Mao +3Image ReconstructionMedical Image Super-Resolution

    Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai 200241, China

  6. Multilevel Stochastic Plug-and-Play for Sparse-View CT Reconstruction

    Jun 23, 2026Antoine De Paepe, Alexandre Bousse, Dimitris VisvikisImage ReconstructionSparse-View CT Reconstruction

    LaTIM, Inserm, UMR 1101, Université de Bretagne Occidentale, Brest, France

  7. Quantum CT via Dynamic Interval Encoding and Prior-Balanced QUBO Reconstruction

    Jun 23, 2026Ao Wang, Yikuang Yuluo, Yujie Liu +7Image ReconstructionSparse-View CT Reconstruction

    Institute of Medical Technology, Peking University Health Science Center, Beijing 100191, China · Key Lab of Optoelectronic Technology and Systems and the Engineering Research Center of Industrial Computed Tomography Nondestructive Testing, Ministry of Education, Chongqing University, Chongqing 400044, China · Pattern Recognition Lab (LME), Department of Computer Science, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Martensstraße 3, 91058 Erlangen, Germany

  8. MambaRaw: Selective State Space Modeling for Efficient 4K Raw Image Reconstruction

    Jun 23, 2026Peize Li, Fanhu Zeng, Tongda Xu +5Learned Image CompressionImage Reconstruction

    Institute for AI Industry Research (AIR), Tsinghua University · King’s College London · Dalian University of Technology +3

  9. Differential Unfolding: Efficient Unfolding Reconstruction for Video Snapshot Compressive Imaging

    Jun 23, 2026Muyuan Zhang, Jiancheng Zhang, Haijin Zeng +1Image ReconstructionComputational Imaging

    Northwestern Polytechnical University, Xi’an, China · Harbin Institute of Technology (Shenzhen), Shenzhen, China

  10. Stochastic Expectation Maximization for Robust State-Space Radio Interferometric Imaging

    Jun 22, 2026Nawel Arab, Mohammed Nabil El Korso, Isabelle Vin +1Image ReconstructionExpectation-Maximization

    †SATIE, ENS Paris-Saclay, Universit´e Paris-Saclay, France · ‡L2S, CentraleSupelec, Universit´e Paris-Saclay, France

  11. NullFlow: One-Step Generative Reconstruction

    Jun 21, 2026Xiao Shi, Edward P. Chandler, Chicago Y. Park +2Flow MatchingImage Reconstruction

    Computational Imaging Group (CIG) · Washington University in St. Louis

  12. Adaptive Beam Selection for Efficient Scanning Probe Tomography

    Jun 19, 2026San Dinh, Zichao Wendy Di, Matt MenickellyImage ReconstructionAdaptive Sampling

    Mathematics and Computer Science Division, Argonne National Laboratory, Lemont, IL, 60439, USA

  13. Non-line-of-sight imaging with arbitrary relay surface geometries via 3D Gaussian Transient Rendering

    Jun 19, 2026Yi Wang, Ziyu Zhan, Yuran Wang +53D ReconstructionImage Reconstruction

    Department of Precise Instrument, Tsinghua University, China · Department of Electrical Engineering, City University of Hong Kong, China · Yau Mathematical Science Center, Tsinghua University, China

  14. ShuffleFlow: Scalable Posterior Inference for Bayesian Inverse Imaging

    Jun 19, 2026Tianao Li, Tjitske Starkenburg, Yu Sun +1Bayesian Inverse ProblemsImage Reconstruction

    Department of Computer Science, Northwestern University, Evanston, IL 60208

  15. PSCT-Net: Geometry-Aware Pediatric Skull CT Reconstruction via Differentiable Back-Projection and Attention-Guided Refinement

    Jun 18, 2026Dong Yeong Kim, Jaewon Choi, Youmin Shin +53D Medical ImagingImage Reconstruction

    Interdisciplinary Program in Bioengineering, Seoul National University · Department of Transdisciplinary Medicine, Seoul National University Hospital · Department of Artificial Intelligence, Yonsei University +2

  16. GB-LSR: A Fast Local Spectral Image Representation with a Single Global Bandwidth for Continuous Reconstruction and Super-Resolution

    Jun 17, 2026Max Shad, Naeem KhoshnevisImplicit Neural RepresentationsImage Reconstruction

    Kempner Institute for the Study of Natural and Artificial Intelligence Harvard University

  17. Physics-Driven Zero-Shot MRI Reconstruction with Non-local Image Priors

    Jun 13, 2026Lingtong Zhang, Wenlei Li, Mu He +2Self-Supervised LearningImage Reconstruction

    School of Information Science and Technology, University of Science and Technology of China, Hefei, China

  18. More with LESS -- Local Scene Representations for Tactile Imaging

    Jun 12, 2026Zohar Rimon, Elisei Shafer, Tal Tepper +4Tactile Sensing3D Reconstruction

    1Technion - Israel Institute of Technology · 2Rambam Health Care Campus

  19. Masked and Predictive Self-Supervised Foundation Models for 3D Brain MRI

    Jun 11, 2026Esra Ergün, Hersh Chandarana, Dan Sodickson +1Medical Imaging Foundation ModelsMasked Autoencoders

    Department of Computer Engineering, Istanbul Technical University, Istanbul, 34469, Türkiye · Department of Radiology, NYU Grossman School of Medicine, New York, NY, 10016, United States · Department of AI and Data Engineering, Istanbul Technical University, Istanbul, 34469, Türkiye

  20. An Electric Potential-Augmented Benchmark Dataset for Physics-Guided Image Reconstruction of Electrical Capacitance Tomography

    Jun 10, 2026Xinqi Zhang, Qiming Ma, Lihui PengImage ReconstructionPhysics-Informed ML

    Department of Automation, Tsinghua University, Beijing 100084, China

  21. IDEAL: In-DEpth ALignment Makes A Discrete Representation AutoEncoder

    Jun 9, 2026Yitong Chen, Zijie Diao, Junke Wang +5Visual Representation LearningImage Tokenization

    Institute of Trustworthy Embodied AI, Fudan University · Shanghai Innovation Institute · University of Maryland, College Park

  22. Unsupervised Deep Learning for Limited-Angle STEM-EDX Tomography -- Application to 3D Chemical Analysis of Phase-Change Memory Devices

    Jun 9, 2026Daniel del Pozo Bueno, Serge Brosset, Theo Monniez +3Image ReconstructionComputed Tomography

    1CEA, LETI, Univ. Grenoble Alpes, Grenoble, 38000, France. · 2CEA, Neurospin, Paris-Saclay University, Gif-sur-Yvette, F-91191, France. · 3Inria, MIND, Palaiseau, F-91210, France.

  23. Reconstructing Synthetic SDO/AIA 193 A EUV Images from He I 10830 A Observations with Diffusion Model Translator

    Jun 7, 2026Marco Marena, Qin Li, Haimin Wang +3Image-to-Image TranslationImage Reconstruction

    Department of Mechanical and Industrial Engineering, New Jersey Institute of Technology · Department of Physics, New Jersey Institute of Technology · Department of Computer Science, Sam Houston State University +2

  24. Texture-preserving implicit neural representation for Cone beam CT truncated reconstruction

    Jun 4, 2026Genyuan Zhang, Junyao Wang, Haoran Lan +3Cone-Beam CTImplicit Neural Representations

    Key Lab of Optoelectronic Technology and Systems, and Engineering Research Center of Industrial Computed Tomography Nondestructive Testing, Ministry of Education Chongqing University, Chongqing, China

  25. Beyond Single Solution: Multi-Hypothesis Collaborative Deep Unfolding Network for Image Compressive Sensing

    Jun 2, 2026Wenxue Cui, Hualin Li, Yuhang Qin +3Image ReconstructionCompressed Sensing

    Harbin Institute of Technology, Harbin, China · Harbin Institute of Technology Suzhou Research Institute, Suzhou, China

  26. Cross-Modal Hierarchical Fusion for from Multi-Sensor Ground Observation

    May 31, 2026Xinze ZhangImage ReconstructionRemote Sensing

    University of Southern California, Los Angeles, CA 90007, USA

  27. Self-Tuning Regularization for Image Scanning Microscopy

    May 29, 2026Sofia Agostoni, Lisa Cuneo, Christian Daniele +5Image ReconstructionImage Restoration

    MaLGa Center, DIBRIS, University of Genoa · Genoa, Italy · MMS, Istituto Italiano di Tecnologia (IIT) +1

  28. A unified deeplearning framework for contrast-phase-specific virtual monochromatic imaging

    May 28, 2026Antony Jerald, Hemant K Aggarwal, Brian Nett +4Conditional Image GenerationImage Reconstruction

    Science and Technology Organization, GE HealthCare, Bangalore, INDIA · CT Engineering, GE HealthCare, Waukesha, USA · Science and Technology Organization, GE HealthCare, San Ramon, USA +1

  29. Versatile Framework with Semantic and Structural guidance for Image Reconstruction from Brain Activity

    May 28, 2026Yizhuo Lu, Changde Du, Qiongyi Zhou +2Neural DecodingImage Reconstruction

    State Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China. · School of Future Technology, University of Chinese Academy of Sciences, Beijing 100049, China. · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China.

  30. Trajectory Constraints for Imaging Inverse Problems

    May 27, 2026Chaoyan Huang, Haijie Yuan, Bharath Subramanian +1Image ReconstructionComputational Imaging

    Department of Computational Mathematics, Science, & Engineering, Michigan State University · Department of Electrical Engineering and Computer Science, University of Michigan · Department of Biomedical Engineering, Michigan State University