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. The Direct Integration Theorem: A Rigorous Framework for Consistent Discrete Solutions of the Inverse Radon Problem

    May 9, 2026Mikhail G. MozerovImage ReconstructionComputed Tomography

    Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, 127051 Russia

  2. EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction

    May 8, 2026Wei Yu, Yunhang QianEvent-Based VisionImage Reconstruction

    1Harbin Institute of Technology

  3. PET-Adapter: Test-Time Domain Adaptation for Full and Limited-Angle PET Image Reconstruction

    May 8, 2026Rüveyda Yilmaz, Yuli Wu, Johannes Stegmaier +1Test-Time AdaptationImage Reconstruction

    Institute of Imaging and Computer Vision, RWTH Aachen University, Germany · Machine Learning for Medical Data, Heinrich Heine University Düsseldorf, Germany

  4. The frame-level leakage trap: rethinking evaluation protocols for intrinsic image decomposition, with source-separable uncertainty as a case study

    May 7, 2026Jihwan WooData LeakageIntrinsic Image Decomposition

    Amazon Web Services (AWS), Partner Field APJ, Sr. Specialist Solutions Architect, AI/ML

  5. MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality

    May 7, 2026Panqi Yang, Haodong Jing, Jiahao Chao +5Visual Representation LearningImage Tokenization

    State Key Laboratory of Human-Machine Hybrid Augmented Intelligence,National Engineering Research Center of Visual Information and Applications,and Institute of Artificial Intelligence and Robotics, Xi’an Jiao Tong University · Xiaohongshu Inc.

  6. ViTok-v2: Scaling Native Resolution Auto-Encoders to 5 Billion Parameters

    May 6, 2026Philippe Hansen-Estruch, Jiahui Chen, Vivek Ramanujan +9Image TokenizationAutoencoders

    University of Texas, Austin · University of Washington · 3Stanford University +3

  7. Disentangled Learning Improves Implicit Neural Representations for Medical Reconstruction

    May 5, 2026Qing Wu, Xuanyu Tian, Chenhe Du +4Disentangled Representation LearningImplicit Neural Representations

    Medical AI Lab, Ant Group · ShanghaiTech University · Shanghai Jiao Tong University

  8. MK-ResRecon: Multi-Kernel Residual Framework for Texture-Aware 3D MRI Refinement from Sparse 2D Slices

    May 5, 2026Prajyot Pyati, Sapna Sachan, Amulya Kumar Mahto +13D Medical ImagingImage Reconstruction

    Indian Institute of Technology, Guwahati · All India Institute of Medical Sciences, Guwahati

  9. ExpoCM: Exposure-Aware One-Step Generative Single-Image HDR Reconstruction

    May 4, 2026Aoyu Liu, Zhen Liu, Ziyi Wang +3Image EnhancementHDR Imaging

    University of Electronic Science and Technology of China

  10. Machine Learning-Augmented Acceleration of Iterative Ptychographic Reconstruction

    May 1, 2026Bowen Zheng, Katayun Kamdin, David Shapiro +10Image ReconstructionLearning-Augmented Algorithms

    Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA · Department of Physics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA · Department of Materials Science and Engineering, University of California Davis, Davis, CA 95616, USA +6

  11. RayFormer: Modeling Inter- and Intra-Ray Similarity for NeRF-Based Video Snapshot Compressive Imaging

    Apr 30, 2026Yubo Dong, Danhua Liu, Anqi Li +1Image ReconstructionDynamic Scene Reconstruction

    Changzhi Medical College, Changzhi 046000, China · Engineering Research Centre for Intelligent Data Assisted Diagnosis and Treatment in Shanxi Province, Changzhi 046000, China · Uniwave Artificial Intelligence Technology Co., Ltd., Changzhi 046000, China +1

  12. FUN: A Focal U-Net Combining Reconstruction and Object Detection for Snapshot Spectral Imaging

    Apr 30, 2026Dahua Gao, Yubo Dong, Anqi Li +4Multispectral Object DetectionImage Reconstruction

    School of Artificial Intelligence, Xidian University, Xi’an 710126, China · Changzhi Medical College, the Engineering Research Centre for Intelligent Data Assisted Diagnosis and Treatment in Shanxi Province, and Uniwave Artificial Intelligence Technology Co., Ltd., Changzhi 046000, China

  13. Circular Phase Representation and Geometry-Aware Optimization for Ptychographic Image Reconstruction

    Apr 29, 2026Carson Yu Liu, Jun Cheng, Chien-Chun Chen +1Image ReconstructionImage Inverse Problems

    School of Electrical and Computer Engineering, University of Sydney, Camperdown, NSW 2006, Australia · Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore 138632 · Department of Engineering and System Science, National Tsing Hua University, Hsinchu 300044, Taiwan

  14. Shared-kernel Wavelet Neural Networks for Poisson Image Reconstruction

    Apr 27, 2026Yuanhao Gong, Tan Tang, Qianyan LiuNeural PDE SolversImage Reconstruction

  15. Focus on What Matters: Two-Stage ROI-Aware Refinement for Anatomy-Preserving Fetal Ultrasound Reconstruction

    Apr 26, 2026Ines Abbes, Mahmood Alzubaidi, Mowafa Househ +3AutoencodersImage Reconstruction

    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar · Sidra Medicine, Doha, Qatar

  16. ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction

    Apr 26, 2026Zichun Guo, Yuling Shi, Wenhao Zeng +6Image ReconstructionMultimodal Large Language Models

    Xidian University · Shanghai Jiao Tong University · Alibaba Qwen +1

  17. GS-DOT: Gaussian splatting-based image reconstruction for diffuse optical tomography

    Apr 26, 2026Jingjing JiangMedical ImagingImage Reconstruction

    Computational Optical Imaging Group, Biomedical Optics Research Laboratory, Dept. of Neonatology, University Hospital Zurich and University of Zurich, Switzerland

  18. LatentBurst: A Fast and Efficient Multi Frame Super-Resolution for Hexadeca-Bayer Pattern CIS images

    Apr 25, 2026Sangwook Baek, Vin Van Duong, Karam Park +1Image ReconstructionImage Super-Resolution

    Visual Technology Team, Samsung Research, Seoul, Republic of Korea

  19. Structure-Guided Diffusion Model for EEG-Based Visual Cognition Reconstruction

    Apr 24, 2026Yongxiang Lian, Yueyang Cang, Pingge Hu +2Diffusion Model GuidanceEEG-Based Visual Decoding

    Department of Automation Tsinghua University Haidian District, 100084, Beijing, China · China Academy of Information and Communications Technology Haidian District, 100084, Beijing, China

  20. Optimizing Diffusion Priors in Image Reconstruction from a Single Observation

    Apr 22, 2026Frederic Wang, Katherine L. BoumanBayesian Inverse ProblemsImage Reconstruction

    Caltech, Pasadena CA 91125, USA

  21. Physics-Informed Conditional Diffusion for Motion-Robust Retinal Temporal Laser Speckle Contrast Imaging

    Apr 22, 2026Qian Chen, Yuehao Chen, Qiang Wang +3Image ReconstructionPhysics-Informed ML

    Department of Biomedical Engineering, Peking University, Beijing, China · Institute of Medical Technology, Peking University, Beijing, China · Institute of Biomedical Engineering, Peking University Shenzhen Graduate School, Shenzhen, China +2

  22. Maximum Likelihood Reconstruction for Multi-Look Digital Holography with Markov-Modeled Speckle Correlation

    Apr 22, 2026Xi Chen, Arian Maleki, Shirin JalaliMarkov ModelsImage Reconstruction

    Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ 08854 USA · Department of Statistics, Columbia University, New York, NY 10027 USA

  23. Deep Image Prior for photoacoustic tomography can mitigate limited-view artifacts

    Apr 21, 2026Hanna Pulkkinen, Jenni Poimala, Leonid Kunyansky +2Medical ImagingImage Reconstruction

    1Research Unit of Mathematical Sciences, University of Oulu, Finland · Department of Technical Physics, University of Eastern Finland, Finland · Department of Mathematics, University of Arizona, USA +2

  24. LBFTI: Layer-Based Facial Template Inversion for Identity-Preserving Fine-Grained Face Reconstruction

    Apr 20, 2026Zixuan Shen, Zhihua Xia, Kaikai Gan +1Biometric IdentificationImage Reconstruction

    College of Cyber Security, Jinan University · Guangzhou, Guangdong, China

  25. Structured 3D-SVD: A Practical Framework for the Compression and Reconstruction of Biological Volumetric Images

    Apr 18, 2026Mario Aragonés Lozano, Oscar Romero, Antonio LeónImage ReconstructionTensor Decomposition

    Communications Department, Universitat Politècnica de València, 46022 Valencia, Spain

  26. Applications of deep generative models to DNA reaction kinetics and to cryogenic electron microscopy

    Apr 18, 2026Chenwei ZhangImage ReconstructionCryo-Electron Microscopy

    THE UNIVERSITY OF BRITISH COLUMBIA (Vancouver)

  27. Improving Radio Interferometry Imaging by Explicitly Modeling Cross-Domain Consistency in Reconstruction

    Apr 18, 2026Kai Cheng, Ruoqi Wang, Qiong LuoImage Reconstruction

    The Hong Kong University of Science and Technology · The Hong Kong University of Science and Technology (Guangzhou)

  28. DENALI: A Dataset Enabling Non-Line-of-Sight Spatial Reasoning with Low-Cost LiDARs

    Apr 17, 2026Nikhil Behari, Diego Rivero, Luke Apostolides +3Image Reconstruction

    Massachusetts Institute of Technology · Technische Universität Berlin

  29. Self-Supervised Angular Deblurring in Photoacoustic Reconstruction via Noisier2Inverse

    Apr 17, 2026Markus Haltmeier, Nadja Gruber, Gyeongha HwangMedical ImagingImage Deblurring

    Department of Mathematics, University of Innsbruck Technikerstrasse 13, 6020 Innsbruck, Austria · Department of Computer Science, University of Innsbruck Technikerstrasse 21a, 6020 Innsbruck, Austria · Department of Mathematics, Yeungnam University 280 Daehak-Ro, Gyeongsan, Gyeongbuk 38541, South Korea

  30. High-Speed Full-Color HDR Imaging via Unwrapping Modulo-Encoded Spike Streams

    Apr 16, 2026Chu Zhou, Siqi Yang, Kailong Zhang +4Image EnhancementHDR Imaging

    Digital Content and Media Sciences Research Division, National Institute of Informatics, Tokyo 101-8430, Japan · Institute for Artificial Intelligence, the State Key Laboratory of Multimedia Information Processing, School of Computer Science, and the National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing 100080, China · Pattern Recognition and Intelligent System Laboratory, School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China +1