| 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 |
| Learning-Based Video Coding with Joint Deep Compression and Enhancement | Nov 29, 2021 | Generative Adversarial NetworkMotion Compensation | —Unverified | 0 |
| Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network | May 29, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Computed Tomography Image Enhancement using 3D Convolutional Neural Network | Jul 18, 2018 | Computed Tomography (CT)Image Enhancement | —Unverified | 0 |
| Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity | May 19, 2023 | Contrastive LearningSSIM | —Unverified | 0 |
| Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network | Jun 23, 2020 | Computed Tomography (CT)Metal Artifact Reduction | —Unverified | 0 |
| A New Image Codec Paradigm for Human and Machine Uses | Dec 19, 2021 | Decision MakingImage Compression | —Unverified | 0 |
| Checkerboard-Artifact-Free Image-Enhancement Network Considering Local and Global Features | Oct 13, 2020 | Image EnhancementImage-to-Image Translation | —Unverified | 0 |
| ChatStitch: Visualizing Through Structures via Surround-View Unsupervised Deep Image Stitching with Collaborative LLM-Agents | Mar 19, 2025 | Autonomous DrivingImage Stitching | —Unverified | 0 |
| A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator | May 20, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Addressing The False Negative Problem of MRI Reconstruction Networks by Adversarial Attacks and Robust Training | Jan 25, 2020 | DiagnosticMRI Reconstruction | —Unverified | 0 |
| CG-SENSE revisited: Results from the first ISMRM reproducibility challenge | Aug 10, 2020 | Image ReconstructionSSIM | —Unverified | 0 |
| A New Approach for Super resolution by Using Web Images and FFT Based Image Registration | Jul 5, 2014 | Image RegistrationSSIM | —Unverified | 0 |
| CCC++: Optimized Color Classified Colorization with Segment Anything Model (SAM) Empowered Object Selective Color Harmonization | Mar 18, 2024 | ColorizationSSIM | —Unverified | 0 |
| CCC: Color Classified Colorization | Mar 3, 2024 | ColorizationSSIM | —Unverified | 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 |
| 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 |
| DeepWiVe: Deep-Learning-Aided Wireless Video Transmission | Nov 25, 2021 | Deep LearningMS-SSIM | —Unverified | 0 |
| Denoising via Repainting: an image denoising method using layer wise medical image repainting | Mar 11, 2025 | DenoisingImage Denoising | —Unverified | 0 |
| CBRW: A Novel Approach for Cancelable Biometric Template Generation based on | Apr 25, 2024 | SSIM | —Unverified | 0 |
| Capability enhancement of the X-ray micro-tomography system via ML-assisted approaches | Feb 8, 2024 | DecoderSSIM | —Unverified | 0 |
| A Neural Network Architecture Based on Attention Gate Mechanism for 3D Magnetotelluric Forward Modeling | Mar 14, 2025 | SSIM | —Unverified | 0 |
| An Estimation Method of Measuring Image Quality for Compressed Images of Human Face | Feb 6, 2014 | Image CompressionImage Segmentation | —Unverified | 0 |
| C2MSNet: A Novel approach for single image haze removal | Jan 25, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| A Data-Driven Reconstruction Technique based on Newton's Method for Emission Tomography | Oct 19, 2021 | SSIM | —Unverified | 0 |
| DeepSeek on a Trip: Inducing Targeted Visual Hallucinations via Representation Vulnerabilities | Feb 11, 2025 | HallucinationSSIM | —Unverified | 0 |
| BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution | Apr 4, 2025 | Image Super-ResolutionSSIM | —Unverified | 0 |
| BrightVAE: Luminosity Enhancement in Underexposed Endoscopic Images | Nov 22, 2024 | DiagnosticSSIM | —Unverified | 0 |
| An End-Cloud Computing Enabled Surveillance Video Transmission System | Nov 8, 2023 | Cloud ComputingSSIM | —Unverified | 0 |
| An Emerging Coding Paradigm VCM: A Scalable Coding Approach Beyond Feature and Signal | Jan 9, 2020 | Action RecognitionFeature Compression | —Unverified | 0 |
| A cascaded dual-domain deep learning reconstruction method for sparsely spaced multidetector helical CT | Oct 9, 2019 | SSIM | —Unverified | 0 |
| Performance of a GPU- and Time-Efficient Pseudo 3D Network for Magnetic Resonance Image Super-Resolution and Motion Artifact Reduction | Nov 28, 2021 | GPUImage Restoration | —Unverified | 0 |
| Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria | Feb 19, 2023 | Classificationimage-classification | —Unverified | 0 |
| Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks | Nov 22, 2022 | SSIM | —Unverified | 0 |
| An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning | Jul 1, 2019 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| A bone suppression model ensemble to improve COVID-19 detection in chest X-rays | Nov 5, 2021 | DiagnosticMS-SSIM | —Unverified | 0 |
| Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts | Oct 4, 2023 | Data AugmentationImage Generation | —Unverified | 0 |
| Bone Suppression on Chest Radiographs With Adversarial Learning | Feb 8, 2020 | Image-to-Image TranslationSSIM | —Unverified | 0 |
| Adaptive Pixel-wise Structured Sparse Network for Efficient CNNs | Oct 21, 2020 | DenoisingGeneral Classification | —Unverified | 0 |
| Deep Residual Autoencoder for quality independent JPEG restoration | Mar 14, 2019 | SSIM | —Unverified | 0 |
| Blur-Attention: A boosting mechanism for non-uniform blurred image restoration | Aug 19, 2020 | DeblurringImage Restoration | —Unverified | 0 |
| Blockwise SURE Shrinkage for Non-Local Means | May 18, 2013 | DenoisingImage Denoising | —Unverified | 0 |
| An Autoencoder-based Learned Image Compressor: Description of Challenge Proposal by NCTU | Feb 20, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction | Jun 21, 2024 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Deep Perceptual Image Quality Assessment for Compression | Mar 1, 2021 | Image CompressionImage Quality Assessment | —Unverified | 0 |
| Deep Predictive Video Compression with Bi-directional Prediction | Apr 5, 2019 | DecoderImage Compression | —Unverified | 0 |
| Deep Residual Network for Off-Resonance Artifact Correction with Application to Pediatric Body Magnetic Resonance Angiography with 3D Cones | Sep 28, 2018 | SSIM | —Unverified | 0 |
| Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI | Mar 31, 2021 | SSIM | —Unverified | 0 |
| Blind Deblurring using Deep Learning: A Survey | Jul 23, 2019 | BenchmarkingDeblurring | —Unverified | 0 |
| BlastDiffusion: A Latent Diffusion Model for Generating Synthetic Embryo Images to Address Data Scarcity in In Vitro Fertilization | Jun 16, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |