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. 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

  2. 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

  3. 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

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

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

  5. 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.

  6. 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

  7. 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.

  8. 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

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

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

    University of Washington, USA

  10. 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

  11. 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.

  12. 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.

  13. 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

  14. 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

  15. 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

  16. 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

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

    Jul 21, 2026Zekai ShiDense PredictionImage Super-Resolution

    Xi’an Jiaotong University

  18. 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

  19. 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

  20. 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.

  21. 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

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

    Jul 13, 2026Jeongsoo KimVision TransformerEfficient ViTs

    Independent Researcher

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. GarmentZoom: Generating Zoomable Images from Garment Listings

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

    University of Washington