| Enhancing Traffic Scene Predictions with Generative Adversarial Networks | Sep 24, 2019 | DeblurringImage Super-Resolution | —Unverified | 0 | 0 |
| Checkerboard-Artifact-Free Image-Enhancement Network Considering Local and Global Features | Oct 13, 2020 | Image EnhancementImage-to-Image Translation | —Unverified | 0 | 0 |
| Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation | Jun 13, 2025 | MS-SSIMSegmentation | —Unverified | 0 | 0 |
| ChatStitch: Visualizing Through Structures via Surround-View Unsupervised Deep Image Stitching with Collaborative LLM-Agents | Mar 19, 2025 | Autonomous DrivingImage Stitching | —Unverified | 0 | 0 |
| A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator | May 20, 2024 | DeblurringImage Deblurring | —Unverified | 0 | 0 |
| Addressing The False Negative Problem of MRI Reconstruction Networks by Adversarial Attacks and Robust Training | Jan 25, 2020 | DiagnosticMRI Reconstruction | —Unverified | 0 | 0 |
| Enhancing image quality prediction with self-supervised visual masking | May 31, 2023 | PredictionSSIM | —Unverified | 0 | 0 |
| Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance | Jan 11, 2024 | SSIM | —Unverified | 0 | 0 |
| CG-SENSE revisited: Results from the first ISMRM reproducibility challenge | Aug 10, 2020 | Image ReconstructionSSIM | —Unverified | 0 | 0 |
| Enhanced generative adversarial network for 3D brain MRI super-resolution | Jul 10, 2019 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 | 0 |
| CCC++: Optimized Color Classified Colorization with Segment Anything Model (SAM) Empowered Object Selective Color Harmonization | Mar 18, 2024 | ColorizationSSIM | —Unverified | 0 | 0 |
| Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning | Mar 14, 2025 | DiagnosticImage Compression | —Unverified | 0 | 0 |
| Enhanced Denoising of Optical Coherence Tomography Images Using Residual U-Net | Jul 18, 2024 | DenoisingDiagnostic | —Unverified | 0 | 0 |
| CCC: Color Classified Colorization | Mar 3, 2024 | ColorizationSSIM | —Unverified | 0 | 0 |
| A New Approach for Super resolution by Using Web Images and FFT Based Image Registration | Jul 5, 2014 | Image RegistrationSSIM | —Unverified | 0 | 0 |
| Accelerated and Quantitative 3D Semisolid MT/CEST Imaging using a Generative Adversarial Network (GAN-CEST) | Jul 22, 2022 | Generative Adversarial NetworkMagnetic Resonance Fingerprinting | —Unverified | 0 | 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 | 0 |
| A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck | Jun 10, 2025 | Federated LearningGenerative Adversarial Network | —Unverified | 0 | 0 |
| Enhanced Confocal Laser Scanning Microscopy with Adaptive Physics Informed Deep Autoencoders | Jan 24, 2025 | compressed sensingDenoising | —Unverified | 0 | 0 |
| CBRW: A Novel Approach for Cancelable Biometric Template Generation based on | Apr 25, 2024 | SSIM | —Unverified | 0 | 0 |
| End-to-End Piece-Wise Unwarping of Document Images | Jan 1, 2021 | MS-SSIMOptical Character Recognition (OCR) | —Unverified | 0 | 0 |
| Capability enhancement of the X-ray micro-tomography system via ML-assisted approaches | Feb 8, 2024 | DecoderSSIM | —Unverified | 0 | 0 |
| A Neural Network Architecture Based on Attention Gate Mechanism for 3D Magnetotelluric Forward Modeling | Mar 14, 2025 | SSIM | —Unverified | 0 | 0 |
| End-to-end Optimized Video Compression with MV-Residual Prediction | May 26, 2020 | MS-SSIMSSIM | —Unverified | 0 | 0 |
| End-to-End Optimized Image Compression with the Frequency-Oriented Transform | Jan 16, 2024 | Image CompressionMS-SSIM | —Unverified | 0 | 0 |