Computational Imaging

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6 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. OSOG: A Differentiable, Physics-Informed Synthetic Data Engine for Micro-Optical Environments

    Jun 19, 2026Caio SilvaDifferentiable RenderingSynthetic Data Generation

    Department of Physics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA∗

  2. LUCID: Learned Undersampling-Adaptive Consistency-Guided Inference with Deterministic Flow Matching for Sparse-View CT Reconstruction

    Jun 15, 2026Jigang Duan, Jiayi Wang, Heran Wang +3Sparse-View CT ReconstructionComputational Imaging

    School of Mathematical Sciences, Capital Normal University, Beijing 100048, China · National Center for Applied Mathematics Beijing, Capital Normal University and Academy for multidisciplinary studies, Capital Normal University, Beijing, 100048, China

  3. End-to-End Optimization of Incoherent Imaging for Classification Under Detector-Limited Readout

    Jun 8, 2026Archer Wang, Joshua Chen, Sachin Vaidya +1Computational ImagingImage Classification

    Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA 02139 USA · Department of Physics, Massachusetts Institute of Technology, Cambridge, MA 02139 USA

  4. Deep Slice Interpolation for Reducing Through-Plane Anisotropy and Noise in Head CT

    Jun 8, 2026Luis Cortés Ferre, Miguel A. Gutiérrez-Naranjo, Marcin Balcerzyk3D Medical ImagingMedical Image Super-Resolution

    Department of Computer Science and Artificial Intelligence, University of Seville, Avda. Reina Mercedes s/n, 41012 Sevilla, Spain · Bioaraba Health Research Institute, New Technologies and Information Systems in Health Research Group, 01009 Vitoria-Gasteiz, Spain · IKERBASQUE, Basque Foundation of Science, Plaza Euskadi 5, 48009 Bilbao, Spain

  5. ErA: Error-Aware Deep Unrolling Network for Single Image Defocus Deblurring

    Jun 4, 2026Tu Vo, Chan Y. ParkImage DeblurringComputational Imaging

    KC Machine Learning Lab Seoul, South Korea 06181

  6. Measurement Geometry and Design for Trustworthy Generative Inverse Problems

    Jun 1, 2026Pengfei Jin, Na Li, Quanzheng LiComputational ImagingAccelerated MRI Reconstruction

    Center for Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 · School of Engineering and Applied Sciences, Harvard University, Boston, MA 02138

  7. Trajectory Constraints for Imaging Inverse Problems

    May 27, 2026Chaoyan Huang, Haijie Yuan, Saiprasad RavishankarImage 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

  8. Unbiased Diffusion Variational Inversion via Principled Posterior Matching

    May 24, 2026Weimin Bai, Yuxuan Gu, Yifei Wang +2Diffusion Model InversionBayesian Inverse Problems

    Peking University

  9. Moment-Reenacting: Inverse Motion Degradation with Cross-shutter Guidance

    May 21, 2026Xiang Ji, Guixu Lin, Zhengwei Yin +2Image DeblurringComputational Imaging

    Graduate School of Information Science and Technology, The University of Tokyo, Japan

  10. Dual-Integrated Low-Latency Single-Lens Infrared Computational Imaging for Object Detection

    May 21, 2026Xuquan Wang, Guishuo Yang, Dapeng Yan +5Infrared Object DetectionComputational Imaging

    MOE Key Laboratory of Advanced Micro-Structured Materials, the Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, and the Shanghai Frontiers Science Center of Digital Optics, Shanghai 200092, China · School of Computer Science and Artificial Intelligence, Shandong Normal University, Jinan 250358, China, and the Shandong Engineering Research Center for Multimodal Computing and Intelligent Decision Making, Shandong Normal University, Jinan 250358, China

  11. Next-Acceleration-Scale Prediction for Autoregressive MRI Reconstruction

    May 19, 2026Yilmaz Korkmaz, Vishal M. PatelVisual Autoregressive ModelsComputational Imaging

    Johns Hopkins University, Baltimore MD 21218, USA

  12. Beyond MMSE: Enhancing PnP Restoration with ProxiMAP

    May 12, 2026Kenta Vert, Giacomo Meanti, Scott Pesme +2Diffusion Models for Image RestorationComputational Imaging

    1Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK · 2MaLGa Centre, DIBRIS, Università di Genova, MMS, Italian Institute of Technology, Genova, Italy

  13. 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

  14. Broadband Wide Field of View Imaging with Computational Mirrors

    Apr 22, 2026Vishwanath Saragadam, Niki Nezakati, Amit Roy-Chowdhury +1Computational ImagingImage Restoration

    University of California Riverside · Rice University

  15. 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

  16. Efficient Flow Matching for Sparse-View CT Reconstruction

    Feb 27, 2026Jiayang Shi, Lincen Yang, Zhong Li +3Flow MatchingSparse-View CT Reconstruction

    Centrum Wiskunde en Informatica · LIACS, Leiden University · Great Bay University +1

  17. Learned iterative networks: An operator learning perspective

    Dec 9, 2025Andreas Hauptmann, Ozan ÖktemImage ReconstructionComputational Imaging

    Research Unit of Mathematical Sciences, University of Oulu, Finland · Department of Computer Science, University College London, United Kingdom · Department of Mathematics, KTH - Royal Institute of Technology, Sweden

  18. SlowFast-SCI: Slow-Fast Deep Unfolding Learning for Spectral Compressive Imaging

    Sep 20, 2025Haijin Zeng, Xuan Lu, Jiezhang Cao +8Image ReconstructionComputational Imaging

    Harbin Institute of Technology, Shenzhen · The Chinese University of Hong Kong, Shenzhen · Shanghai Jiaotong University +3

  19. Fast Equivariant Imaging: Accelerating Unsupervised Learning and Model Adaptation via Inexact Splitting

    Jul 9, 2025Guixian Xu, Jinglai Li, Junqi TangImage ReconstructionComputational Imaging

    School of Mathematics, University of Birmingham, Birmingham B15 2TT, United Kingdom

  20. Physically Grounded Monocular Depth via Nanophotonic Wavefront Encoding

    Mar 20, 2025Bingxuan Li, Jiahao Wu, Yuan Xu +6Metric Depth EstimationMonocular Depth Estimation

    New York University · Columbia University

  21. Filterless Snapshot Hyperspectral Imaging using Guided Patch Diffusion

    Dec 3, 2024Dean Hazineh, Luca Sacchi, Davide Cassara +2Diffusion Model GuidancePhysics-Guided Image Restoration

    Harvard University