Image Super-Resolution

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13 papers in the last four weeks, up 30% on the four weeks before. 0.1% of all new papers.

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  1. DISRQAD: Diffusion Image Super-Resolution Quality Assessment Dataset and Benchmark

    Oct 6, 2026Nikita Kukuzei, Artem Borisov, Evgeney Bogatyrev +3Image Quality AssessmentImage Super-Resolution

    Lomonosov Moscow State University Moscow, Russia · MSU Institute for AI, Lomonosov Moscow State University Moscow, Russia

  2. AstraSR: Real-World Thermal Super-Resolution with GPT-6 Astra

    Oct 5, 2026Mengyuan Li, Changhong Fu, Jun Zhang +3Thermal ImagingImage Super-Resolution

    School of Mechanical Engineering, Tongji University, Shanghai 201804, China

  3. Image resolution enhancement for advanced semiconductor nodes

    Oct 5, 2026Lucas Rencker, Omid Tajalizadehkhoob, Khalid Elsayed +7Semiconductor ManufacturingImage Super-Resolution

    Nearfield Instruments, B.V. (The Netherlands)

  4. TIRMamba: A Thermal-Prior-Modulated State-Space Network for Sub-Million-Parameter Infrared Image Super-Resolution

    Oct 4, 2026Chun-An Lin, Tsung-Jung Liu, Yen-Chieh OuyangThermal ImagingEfficient Neural Network Inference

    Department of Electrical Engineering, National Chung Hsing University, Taichung 402202, Taiwan · College of Computing and Informatics, Providence University, Taichung 433303, Taiwan

  5. Super-Resolving Unseen Hyperspectral Sensors at Any Scale via Spatial Operators

    Sep 30, 2026Ji-Xuan He, Guohang Zhuang, Bo Junge +6Hyperspectral Image Super-ResolutionOperator Learning

    Xi’an Jiaotong University · Hefei University of Technology · National University of Singapore +1

  6. Detection of Adversarial Attacks on Super-Resolvers Using Spectral Features

    Sep 28, 2026Emma J. Reid, Haley Duba-Sullivan, Tony G. AllenAdversarial Example DetectionImage Super-Resolution

    Human Analysis and Biometrics Oak Ridge Laboratory Oak Ridge, TN, USA · Radar and Computational Imaging Oak Ridge Laboratory Oak Ridge, TN, USA

  7. From Pixel Generation to Topological Inference: Structural Dual Super-Resolution for Trustworthy Cross-Physical-Domain Trabecular Morphology Learning

    Sep 28, 2026Fan Zhang, Yi Zhang, Ling Wang3D Medical ImagingMedical Image Super-Resolution

    Institute of High Energy Physics, Chinese Academy of Sciences Beijing 100049, China · Department of Radiology Beijing Jishuitan Hospital Beijing, China

  8. Fill2SR: Repurposing Inpainting Diffusion Transformers for Real-World Super-Resolution

    Sep 27, 2026Xingfu Yi, Xiaoxue YuDiffusion Models for Image RestorationDiffusion Transformer

    Independent Researcher, Hangzhou, China · Zhejiang University, Hangzhou, China

  9. In-Token Learning for High-Fidelity Image Restoration via Diffusion Transformers

    Sep 27, 2026Xingfu Yi, Xiaoxue YuImage-to-Image TranslationDiffusion Transformer

    Independent Researcher, Hangzhou, China · Zhejiang University, Hangzhou, China

  10. TOLA: Text-aware One-Step Latent Adaptation for Diffusion-based Text Image Super-Resolution

    Sep 24, 2026Yike Xu, Yue Shi, Yong Guo +1Diffusion Models for Image RestorationImage Super-Resolution

    Shanghai Jiao Tong University · University of Chinese Academy of Sciences · Shanghai AI Laboratory

  11. Generative Atmospheric Super-Resolution from Heterogeneous In Situ Observations through Composable Interfaces

    Sep 24, 2026Yang Xu, Dibyajyoti Chakraborty, Haiwen Guan +2Bayesian Inverse ProblemsData Assimilation

    School of Mechanical Engineering, Purdue University, West Lafayette, Indiana, USA · College of Information Sciences and Technology, The Pennsylvania State University, University Park, Pennsylvania, USA

  12. Super-Resolution of Solar Magnetograms via Adaptive Stratified Ensemble Learning with Uncertainty Estimation

    Sep 22, 2026Sina Norouzi Kandalan, Haodi Jiang, Jason T. L. Wang +1Deep EnsemblesImage Super-Resolution

    Department of Computer Science, Sam Houston State University, Huntsville, TX 77341, USA · Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102, USA · Department of Physics, New Jersey Institute of Technology, Newark, NJ 07102, USA

  13. DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution

    Sep 14, 2026Shuhao Han, Wenjie Liao, Hayden Vance +4Diffusion Models for Image RestorationDiffusion Model Fine-Tuning

    VCIP, CS, Nankai University · Independent Researcher

  14. CEM-TUDASR: Computationally efficient multi-modality transformer based unsupervised domain adaptive super-resolution approach

    Sep 11, 2026Anjali Sarvaiya, Jay Kadel, Kishor Upla +1Unsupervised Domain AdaptationMedical Image Super-Resolution

    Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat, India.

  15. Guided Super-Resolution of Digital Elevation Models with Diffusion-Based Image Generators

    Sep 11, 2026Armand Mihai Nicolicioiu, Dominik Narnhofer, Nando Metzger +3Diffusion Model GuidanceImage Super-Resolution

    Photogrammetry and Remote Sensing, ETH Zürich, Zürich, Switzerland · Remote Sensing Technology Institute, German Aerospace Center (DLR), Wessling, Germany

  16. Symmetry-aware super-resolution of crystal orientation maps via invariant latent-space learning

    Sep 9, 2026Umang Garg, Warren Zamudio, McLean P. Echlin +3Materials ScienceInvariant Representation Learning

    Electrical and Computer Engineering, University of California Santa Barbara, Santa Barbara, 93106, California, USA. · Mechanical Engineering, University of California Santa Barbara, Santa Barbara, 93106, California, USA. · Materials, University of California Santa Barbara, Santa Barbara, 93106, California, USA.

  17. SPARK: Input-Conditioned Sparse Activation Modulation for Frozen DiT-based Super-Resolution

    Sep 3, 2026Federico Putamorsi, Leonardo Zini, Marcella Cornia +1Diffusion Models for Image RestorationDiffusion Transformer

    University of Modena and Reggio Emilia, Italy

  18. UnCapsTSR: An Unsupervised Transformer-based Image Super-Resolution Approach for Capsule Endoscopy Images

    Sep 2, 2026Anjali Sarvaiya, Shubh Kawa, Lalit Agrawal +3Image Super-ResolutionEndoscopy

    Department of Electronics Engineering, Sardar Vallabhbhai National Institute of Technology, Surat, India

  19. LaST-SR: Laplace-Inspired Steady-Transient Complex-Frequency Decomposition for Single Image Super-Resolution

    Sep 2, 2026Linhao Li, Zhaojie Pan, Langkun ChenFrequency-Domain Feature LearningFrequency-Domain Image Processing

    School of Mathematics Southeast University Nanjing, China

  20. Perceptually Regularized Diffusion Model for Image Super-Resolution

    Sep 2, 2026Chuxiangbo Wang, Pavithra Venkatachalapathy, Ying Liang +4Diffusion Models for Image RestorationPerceptual Loss

    Department of Mathematics, University of North Carolina, Chapel Hill, NC 27599, USA. · Department of Mathematics & Statistics, Texas Tech University, Lubbock, TX 79409, USA. · Department of Mathematics, Applied Mathematics and Statistics, Case Western Reserve University, Cleveland, OH 44106, USA. +3

  21. PixelIR: Fidelity-Perception Decoupling via Pixel-Space Image-Residual Flow Matching for Efficient One-Step Real-World Super-Resolution

    Aug 31, 2026Bingtian Qiao, Yue Shi, Yong Guo +2Image Super-Resolution

    Shanghai Jiao Tong University · Fuzhou University · Shanghai AI Laboratory

  22. MPISuperRes-PnP: A Super-Resolution Zero-Shot Plug-and-Play Reconstruction Algorithm for Magnetic Particle Imaging

    Aug 10, 2026Vladyslav Gapyak, Thomas März, Andreas WeinmannMedical ImagingImage Reconstruction

    Institute for the Protection of Terrestrial Infrastructures, German Aerospace Center (DLR), Sankt Augustin, Germany · Hochschule Darmstadt, Schöfferstr. 3, 64295, Darmastdt, Germany · Data Science Institute, European University of Technology, European Union +1

  23. MeanSR: Restoration Trajectory Learning for One-Step Perceptual Super-Resolution

    Aug 10, 2026Axi Niu, Jiawei Kou, Kang Zhang +3Diffusion Model Inference AccelerationImage Super-Resolution

    School of Computer Science Northwestern Polytechnical University Xi’an, Shaanxi, China

  24. Preserve More Details: Mitigating Content Drift in Real-World Image Super-Resolution

    Aug 10, 2026Chunxiao Liu, Wei Liu, Anbin Xiong +1Diffusion Models for Image RestorationImage Restoration

    Xiaomi Corporation Beijing, China

  25. OGG-FR: Orthogonal Gradient Gaming and Frequency Rectification for Unmanned Aerial Vehicle Infrared Image Super-Resolution

    Aug 10, 2026Yongsong Huang, Qingzhong Wang, Xiaofeng Liu +3Remote Sensing Image Super-ResolutionMulti-Objective Optimization

    Tohoku University · Amazon Web Services · Yale University

  26. When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolution

    Aug 10, 2026Yu Shi, Yuyao Zhang, Yu-wing TaiDiffusion Model GuidanceDiffusion Transformer

    Dartmouth College

  27. Towards Adaptive Super-Resolution and Quality Assessment via Test-Time Adaptation

    Aug 9, 2026Ajeet Kumar VermaTest-Time AdaptationVideo Quality Assessment

    Indian Institute of Technology Jammu · Jammu, J & K, India

  28. Improving Low-Resolution Face Recognition under Limited Data: How Synthetic Data Generation Can Close the Domain Gap

    Aug 6, 2026Luis S. Luevano, Ünsal Öztürk, Hatef Otroshi Shahreza +2Synthetic Data AugmentationSynthetic Data Generation

    Idiap Research Institute, Switzerland

  29. Temporal Bridges for Spatial Resolution: Enhancing Climate Data Super-Resolution with Bidirectional Alignment

    Aug 6, 2026Yichen Zhang, Yixiong Xiao, Congxi Xiao +1Climate ModelingImage Super-Resolution

    Baidu, Inc., Beijing, China

  30. Coupled Continuous-Discrete Generation for Scene Text Image Super-Resolution

    Aug 5, 2026Axi Niu, Knag Zhang, Qingsen Yan +3Image Super-ResolutionDiffusion Models

    Northwestern Polytechnical University, Xi’an, China · Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea

  31. Morphology-Aware Implicit Super-Resolution Network for Pathological Images

    Aug 4, 2026Jiaming Liang, QiHui Han, Haolin Chen +5Computational PathologyImplicit Neural Representations

    School of Computer Science and Engineering, South China University of Technology, Guangzhou, China · School of Software Engineering, South China University of Technology, Guangzhou, China · School of Future Technology, South China University of Technology, Guangzhou, China +1

  32. FaithIR: Rethinking Infrared Image Super-Resolution from Perceptual Sharpness to Task Relevant Fidelity

    Aug 4, 2026Axi Niu, Zhenguo Wu, Kang Zhang +3Image Super-Resolution

    School of Computer Science, Northwestern Polytechnical University, Xi’an, Shaanxi, China · School of Electrical Engineering, KAIST, Daejeon, Republic of Korea · School of Aeronautics and Astronautics, Northwestern Polytechnical University, Xi’an, Shaanxi, China

  33. Loggia dei Lanzi: AI Thermography Enhancement Comparisons through 3D Photogrammetry

    Aug 3, 2026Scott McAvoy, Jonathan Klingspon, George Bent +4Thermal ImagingStructure from Motion

    Cultural Heritage Engineering Initiative (CHEI), University of California San Diego · Washington and Lee University · Editech, Florence, Italy

  34. Detail Continuation over a Trustworthy Coarse Scale for Autoregressive Super-Resolution

    Aug 3, 2026Hongyi Fang, Jiahui Wu, Yichen Yue +2Visual Autoregressive ModelsImage Super-Resolution

  35. PixelSR: Efficient Screen Content Super-Resolution via Pixel Classification

    Aug 1, 2026Zhiheng Li, Lei Chen, Jie Zhou +1Image Super-Resolution

    Department of Automation, Tsinghua University, Beijing, 100084, China.

  36. CoDe-SSM: Context-Detail Decoupled State Space Model for Efficient UHD Image Restoration

    Jul 31, 2026Jiaxu Su, Zhijian Wu, Jun Li +2Visual SSMsImage Restoration

    School of Computer and Electronic Information, Nanjing Normal University, China · Medical Artificial Intelligence Laboratory, Westlake University, China

  37. Collaborative Feature Aggregation for Face Super-Resolution and Robust Re-Identification

    Jul 30, 2026Juheon Hwang, Taewan Kim, Jiwoo KangImage Super-ResolutionPerson Re-Identification

    Department of Electrical and Electronic Engineering, Yonsei University, Seoul, 03722, South Korea. · Data Science Major, Dongduk Women’s University, Seoul, 02748, South Korea. · Division of Artificial Intelligence Engineering, Sookmyung Women’s University, Seoul, 04310, South Korea.

  38. ScaleResfusion: Residual Rectified Flow based on Residual Vector Field

    Jul 28, 2026Zhenning Shi, Chen Xu, Junhao Zhang +4Diffusion Models for Image RestorationRectified Flow

    College of Computer Science, Nankai University, Tianjin, China · Faculty of Information Science and Computing, University of Macau, Macau, China · CSIRO Data61, Australia +1

  39. MicroZoom: Structure-Preserving Detail Synthesis at Extreme Scale

    Jul 27, 2026Huy Huynh, Jingwei Ma, Brian Curless +2Image GenerationTexture Synthesis

    University of Washington, USA

  40. BeyondFusion: Self-Aligned Latent Diffusion for Calibration-Free Infrared Super-Resolution and Infrared-Visible Fusion

    Jul 27, 2026Minchong Chen, Xiaoyun Yuan, Minyu Cao +4Diffusion Models for Image RestorationMulti-Source Image Fusion

    MoE Key Lab of Artificial Intelligence, Institute of AI, School of Computer Science, Shanghai Jiao Tong University, Shanghai, China · Tsinghua University, Beijing, China · Institute of Modern Optics, Nankai University, Tianjin, China

  41. IR275K: A Benchmark for Infrared Multi-Frame Super-Resolution Toward Efficient Remote Sensing

    Jul 24, 2026Jie Deng, Heyang Wang, Changxin Wang +6Remote SensingRemote Sensing Benchmarks

    Hangzhou Institute for Advanced Study, Hangzhou 310024, China. · University of Chinese Academy of Sciences, Beijing 100000, China. · Shanghai Institute of Technical Physics of the Chinese Academy of Sciences, Shanghai 200000, China.

  42. Frequency-Aware Dual-Stream Learning for Balanced Realism and Fidelity in Electron Microscopy Imaging

    Jul 24, 2026Longmi Gao, Zhengkai Zhao, Pan Gao +1Diffusion Models for Image RestorationMicroscopy Image Analysis

    College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, 211106, China. · School of computing, Mathematics, and Engineering, Charles Sturt University, NSW, Australia.

  43. Texture++: Elevating 3D Asset Texture Resolution with a Region-Aware Diffusion Model

    Jul 23, 2026Shuaiwei Wang, Shi Li, Jieting Xu +4Diffusion Models for Image RestorationImage Super-Resolution

    State Key Laboratory of CAD&CG, Zhejiang University, China · North China Electric Power University, China

  44. Physics-Informed Deep Learning Model for Cross-Modality Super-Resolution in Fluorescence Microscopy

    Jul 23, 2026Mohammad Soltaninezhad, Elena Corbetta, Francisco Paez Larios +4Image-to-Image TranslationPhysics-Informed ML

    Department “Photonic Data Science”, Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infection Research (LPI), Jena, Germany · Work group “Photonic Data Science”, Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich Schiller University Jena, Member of the Leibniz Center for Photonics in Infection Research (LPI), Jena, Germany · Institute of Applied Optics and Biophysics, Friedrich Schiller University Jena, Jena, Germany +3

  45. Decoupling Cross-Modality Manifold Discrepancy: Leveraging Visible Diffusion Priors for Infrared Super-Resolution

    Jul 23, 2026Yunpeng Hua, Hongwei Yu, Jiawei Li +3Diffusion Models for Image RestorationImage Super-Resolution

    University of Science and Technology Beijing, Beijing, China

  46. Physics-Informed Super-Resolution of Atmospheric Data

    Jul 21, 2026Chang Xu, Gencer Sumbul, Hugo Porta +3Climate ModelingPhysics-Informed ML

    EPFL, Switzerland · University of Cambridge, England

  47. Think Sparse, Predict Dense: Continuous Thought Machines for Image Super-Resolution

    Jul 21, 2026Zekai ShiDense PredictionImage Super-Resolution

    Xi’an Jiaotong University

  48. Rarity-Aware Discrete Diffusion with Spatially Consistent Decoding for Photo-Realistic Image Super-Resolution

    Jul 20, 2026Ao Li, Yapeng Du, Yi Xin +5Image Super-ResolutionDiffusion Models

    University of Electronic Science and Technology of China · 2Nanjing University · 3The Hong Kong University of Science and Technology (Guangzhou) +2

  49. Does Super-Resolution Preserve Defect Evidence? A Low-False-Call Benchmark for Semiconductor Inspection

    Jul 19, 2026Shaoliang Yang, Jun WangIndustrial InspectionMicroscopy Image Analysis

    Santa Clara University Santa Clara, CA 95053, USA

  50. Efficient Difficulty-Aware Dynamic Routing for Diffusion-Based Real-World Image Super-Resolution

    Jul 17, 2026Xue Wu, Kang Zhao, Kafeng Wang +4Diffusion Models for Image RestorationImage Super-Resolution

    Xidian University, Xi’an 710071, Shaanxi, China. · Tsinghua University, Beijing, China.

  51. RFMSR: Residual Flow Matching for Image Super-Resolution

    Jul 14, 2026Shuwei Huang, Tianyao Luo, Jicheng Liu +2Flow MatchingImage Super-Resolution

    Huazhong University of Science and Technology · Wuhan University

  52. CUST: Clustered Unit-level Similarity Transformer for Lightweight Image Super-Resolution

    Jul 13, 2026Jeongsoo KimVision TransformerEfficient ViTs

    Independent Researcher

  53. Reference-Based Face Super-Resolution Using the Spatial Transformer

    Jul 13, 2026Varun Ramesh Jois, Antonella DiLillo, James StorerImage Super-Resolution

    Brandeis University, Waltham MA 02453, USA

  54. Simon-SR: Spatially Adaptive Modulation and Visual Prompt Adaptation for Text-Reinforced Super-Resolution

    Jul 10, 2026Haotong Cheng, Yuxuan Li, Zijie CuiMultimodal FusionVisual Prompt Learning

    College of Electronic Science and Engineering, Jilin University, Changchun China

  55. Cardiac MRI Through-Plane Super-Resolution Guided by Reference and Memory

    Jul 8, 2026Shaoming Pan, Chenchuhui Hu, Leon Axel +13D Medical ImagingMedical Image Super-Resolution

    University of Texas at Arlington · University of Texas At Arlington · New York University Grossman School of Medicine

  56. Robust Face Super-Resolution and Recognition Through Multi-Feature Aggregation in Diffusion Models

    Jul 6, 2026Marcelo dos Santos, Rayson Laroca, João Carlos Raposo Neves +1Diffusion Models for Image RestorationFace Recognition

    Federal University of Paraná, Department of Informatics, Curitiba-PR, 81531-970, Brazil · Pontifical Catholic University of Paraná, Federal University of Paraná · University of Beira Interior +1

  57. Slope-Guided Mamba and Angular-Refined Transformer for Light Field Super-Resolution

    Jul 1, 2026Li Jin, Jian Huang, Junde Lu +3Image Super-Resolution

    Hangzhou International Innovation Institute, Beihang University, Hangzhou, China

  58. Language-Assisted Super-Resolution from Real-World Low-Resolution Patches

    Jun 30, 2026Joonkyu Park, Kyoung Mu LeeImage Super-Resolution

    Dept. of ECE&ASRI, 2IPAI, Seoul National University

  59. SkelEM: Training-Signal Decoupling of Skeleton and Diffusion for Self-supervised Axial Super-Resolution in Volume Microscopy

    Jun 29, 2026Bohao Chen, Yanchao Zhang, Yanan Lv +3Diffusion Models for Image RestorationMicroscopy Image Analysis

    School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences, China · State Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology, Institute of Automation, Chinese Academy of Sciences, China · School of Future Technology, University of Chinese Academy of Sciences, China +1

  60. GarmentZoom: Generating Zoomable Images from Garment Listings

    Jun 28, 2026Renjie Zhao, Jingwei Ma, Huy Huynh Cao +3Image EditingImage Super-Resolution

    University of Washington