| Retinal Image Restoration using Transformer and Cycle-Consistent Generative Adversarial Network | Mar 3, 2023 | DecoderGenerative Adversarial Network | CodeCode Available | 1 |
| Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission | Apr 27, 2024 | DenoisingSSIM | CodeCode Available | 1 |
| CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessment | Oct 2, 2024 | AstronomyImage Quality Assessment | CodeCode Available | 1 |
| RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT Scans | Jun 13, 2022 | Medical DiagnosisSSIM | CodeCode Available | 1 |
| End-to-end Optimized Image Compression | Nov 5, 2016 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| S3Net: A Single Stream Structure for Depth Guided Image Relighting | May 3, 2021 | DecoderImage Relighting | CodeCode Available | 1 |
| An Attentive-based Generative Model for Medical Image Synthesis | Jun 2, 2023 | Image GenerationSSIM | CodeCode Available | 1 |
| Single Image Super-Resolution via CNN Architectures and TV-TV Minimization | Jul 11, 2019 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement | Aug 19, 2024 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 1 |
| Sliding Gaussian ball adaptive growth (SlingBAG): point cloud-based iterative algorithm for large-scale 3D photoacoustic imaging | Jul 16, 2024 | Image ReconstructionSSIM | CodeCode Available | 1 |
| Spatial-Angular Interaction for Light Field Image Super-Resolution | Aug 1, 2020 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| Spatiotemporal Entropy Model is All You Need for Learned Video Compression | Apr 13, 2021 | AllImage Compression | CodeCode Available | 1 |
| Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction | Dec 9, 2020 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| StructSR: Refuse Spurious Details in Real-World Image Super-Resolution | Jan 10, 2025 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image | Jun 4, 2022 | DenoisingDictionary Learning | CodeCode Available | 1 |
| A Novel adaptive optimization of Dual-Tree Complex Wavelet Transform for Medical Image Fusion | Jul 22, 2020 | SSIM | —Unverified | 0 |
| Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding | Jan 21, 2024 | ClusteringImage Compression | —Unverified | 0 |
| A Noise-level-aware Framework for PET Image Denoising | Mar 15, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks | Dec 19, 2019 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| 3D Nephrographic Image Synthesis in CT Urography with the Diffusion Model and Swin Transformer | Feb 26, 2025 | DiagnosticImage Generation | —Unverified | 0 |
| MR-EIT: Multi-Resolution Reconstruction for Electrical Impedance Tomography via Data-Driven and Unsupervised Dual-Mode Neural Networks | Mar 2, 2025 | Image ReconstructionSSIM | —Unverified | 0 |
| An Interpretable X-ray Style Transfer via Trainable Local Laplacian Filter | Nov 11, 2024 | DiagnosticSSIM | —Unverified | 0 |
| A Densely Interconnected Network for Deep Learning Accelerated MRI | Jul 5, 2022 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| An Improved Optimal Proximal Gradient Algorithm for Non-Blind Image Deblurring | Feb 11, 2025 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Accelerating Diffusion for SAR-to-Optical Image Translation via Adversarial Consistency Distillation | Jul 8, 2024 | SSIMTranslation | —Unverified | 0 |
| Clustering-based Low-Rank Matrix Approximation: An Adaptive Theoretical Analysis with Application to Data Compression | May 13, 2025 | Data CompressionDiagnostic | —Unverified | 0 |
| A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions | Jan 6, 2021 | ARCComputed Tomography (CT) | —Unverified | 0 |
| Data Augmentation For Medical MR Image Using Generative Adversarial Networks | Nov 29, 2021 | Data AugmentationDiagnostic | —Unverified | 0 |
| Data Augmentation in Training CNNs: Injecting Noise to Images | Sep 25, 2019 | Data Augmentationimage-classification | —Unverified | 0 |
| A New Multi-Level Hazy Image and Video Dataset for Benchmark of Dehazing Methods | Jul 29, 2023 | SSIM | —Unverified | 0 |
| A Deep Learning-Driven Inhalation Injury Grading Assistant Using Bronchoscopy Images | May 13, 2025 | Data AugmentationDeep Learning | —Unverified | 0 |
| A New Manifold Distance Measure for Visual Object Categorization | May 12, 2016 | ClusteringObject | —Unverified | 0 |
| 3-D Image-to-Image Fusion in Lightsheet Microscopy by Two-Step Adversarial Network: Contribution to the FuseMyCells Challenge | Mar 20, 2025 | SSIM | —Unverified | 0 |
| Closed loop deep Bayesian inversion: Uncertainty driven acquisition for fast MRI | Sep 25, 2019 | SSIM | —Unverified | 0 |
| CLIP-Optimized Multimodal Image Enhancement via ISP-CNN Fusion for Coal Mine IoVT under Uneven Illumination | Feb 26, 2025 | Computational EfficiencyImage Enhancement | —Unverified | 0 |
| A New Low-Rank Learning Robust Quaternion Tensor Completion Method for Color Video Inpainting Problem and Fast Algorithms | Jun 16, 2023 | SSIMVideo Inpainting | —Unverified | 0 |
| Climate Downscaling: A Deep-Learning Based Super-resolution Model of Precipitation Data with Attention Block and Skip Connections | Mar 26, 2024 | SSIMSuper-Resolution | —Unverified | 0 |
| ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement | Dec 20, 2023 | Image EnhancementLow-Light Image Enhancement | —Unverified | 0 |
| A new image compression by gradient Haar wavelet | Apr 28, 2017 | Image CompressionSSIM | —Unverified | 0 |
| A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction | Jul 5, 2022 | MRI ReconstructionSSIM | —Unverified | 0 |
| An Image Forensic Technique Based on JPEG Ghosts | Jun 11, 2021 | Image RescalingSSIM | —Unverified | 0 |
| COLI: A Hierarchical Efficient Compressor for Large Images | Jul 15, 2025 | SSIM | —Unverified | 0 |
| DARB-Splatting: Generalizing Splatting with Decaying Anisotropic Radial Basis Functions | Jan 21, 2025 | 3D ReconstructionSSIM | —Unverified | 0 |
| Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity | May 19, 2023 | Contrastive LearningSSIM | —Unverified | 0 |
| Color Image steganography using Deep convolutional Autoencoders based on ResNet architecture | Nov 17, 2022 | Image SteganographySSIM | —Unverified | 0 |
| Combined Channel and Spatial Attention-based Stereo Endoscopic Image Super-Resolution | Nov 16, 2023 | AnatomyImage Super-Resolution | —Unverified | 0 |
| Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network | Jun 23, 2020 | Computed Tomography (CT)Metal Artifact Reduction | —Unverified | 0 |
| Compact Implicit Neural Representations for Plane Wave Images | Sep 17, 2024 | SSIM | —Unverified | 0 |
| Comparative Studies of Unsupervised and Supervised Learning Methods based on Multimedia Applications | Mar 4, 2023 | Dimensionality Reductionregression | —Unverified | 0 |
| A New Image Codec Paradigm for Human and Machine Uses | Dec 19, 2021 | Decision MakingImage Compression | —Unverified | 0 |