| Data Augmentation in Training CNNs: Injecting Noise to Images | Jul 12, 2023 | Data Augmentationimage-classification | —Unverified | 0 |
| HSTR-Net: Reference Based Video Super-resolution with Dual Cameras | Oct 18, 2023 | Optical Flow EstimationReference-based Super-Resolution | —Unverified | 0 |
| Human Perceptual Evaluations for Image Compression | Aug 9, 2019 | Deep LearningImage Compression | —Unverified | 0 |
| Towards improved lossy image compression: Human image reconstruction with public-domain images | Oct 25, 2018 | Image CompressionImage Reconstruction | —Unverified | 0 |
| Why Are Deep Representations Good Perceptual Quality Features? | Dec 2, 2018 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks | Oct 25, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Integrated Image Reconstruction and Target Recognition based on Deep Learning Technique | May 7, 2025 | Image ReconstructionSSIM | —Unverified | 0 |
| DCE-FORMER: A Transformer-based Model With Mutual Information And Frequency-based Loss Functions For Early And Late Response Prediction In Prostate DCE-MRI | Feb 3, 2024 | SSIM | —Unverified | 0 |
| HardGAN: A Haze-Aware Representation Distillation GAN for Single Image Dehazing | Aug 1, 2020 | Generative Adversarial NetworkImage Dehazing | —Unverified | 0 |
| 3D Anatomical Structure-guided Deep Learning for Accurate Diffusion Microstructure Imaging | Feb 25, 2025 | SSIM | —Unverified | 0 |
| APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy | Jul 18, 2024 | DecoderImage Reconstruction | —Unverified | 0 |
| I2V: Towards Texture-Aware Self-Supervised Blind Denoising using Self-Residual Learning for Real-World Images | Feb 21, 2023 | DenoisingSSIM | —Unverified | 0 |
| IFNet: Deep Imaging and Focusing for Handheld SAR with Millimeter-wave Signals | May 3, 2024 | SSIM | —Unverified | 0 |
| A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis | Oct 9, 2022 | DiversityImage Generation | —Unverified | 0 |
| GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution | May 1, 2025 | Image RestorationImage Super-Resolution | —Unverified | 0 |
| GuidedMorph: Two-Stage Deformable Registration for Breast MRI | May 19, 2025 | Breast Cancer DetectionSSIM | —Unverified | 0 |
| Cyclegan Network for Sheet Metal Welding Drawing Translation | Sep 28, 2022 | Machine TranslationSSIM | —Unverified | 0 |
| Image Compression with SVD : A New Quality Metric Based On Energy Ratio | Jan 22, 2017 | Image CompressionSSIM | —Unverified | 0 |
| Image Deblurring using GAN | Dec 15, 2023 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| Adversarial Training of Denoising Diffusion Model Using Dual Discriminators for High-Fidelity Multi-Speaker TTS | Aug 3, 2023 | DenoisingSpeech Synthesis | —Unverified | 0 |
| Image Denoising by Gaussian Patch Mixture Model and Low Rank Patches | Nov 20, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Image Denoising for Strong Gaussian Noises With Specialized CNNs for Different Frequency Components | Nov 26, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Intelligent DRL-Based Adaptive Region of Interest for Delay-sensitive Telemedicine Applications | Oct 8, 2023 | Deep Reinforcement LearningImage Compression | —Unverified | 0 |
| Intensity-Sensitive Similarity Indexes for Image Quality Assessment | Jun 22, 2022 | Image Quality AssessmentSSIM | —Unverified | 0 |
| Image Denoising via Style Disentanglement | Sep 26, 2023 | DenoisingDisentanglement | —Unverified | 0 |
| Image Fusion Using LEP Filtering and Bilinear Interpolation | Jul 5, 2014 | SSIM | —Unverified | 0 |
| Investigating the Use of Traveltime and Reflection Tomography for Deep Learning-Based Sound-Speed Estimation in Ultrasound Computed Tomography | Nov 16, 2023 | SSIM | —Unverified | 0 |
| Image Inpainting by Adaptive Fusion of Variable Spline Interpolations | Nov 3, 2019 | Image EnhancementImage Inpainting | —Unverified | 0 |
| Image quality assessment for determining efficacy and limitations of Super-Resolution Convolutional Neural Network (SRCNN) | May 14, 2019 | Image Quality AssessmentSSIM | —Unverified | 0 |
| Image quality assessment: from error visibility to structural similarity | Apr 13, 2004 | Full reference image quality assessmentImage Quality Assessment | —Unverified | 0 |
| DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression | Nov 30, 2024 | DecoderImage Compression | —Unverified | 0 |
| Image Reconstruction using Enhanced Vision Transformer | Jul 11, 2023 | DeblurringDenoising | —Unverified | 0 |
| Deep Generative Adversarial Compression Artifact Removal | Apr 8, 2017 | object-detectionObject Detection | —Unverified | 0 |
| Image Resolution Enhancement by Using Interpolation Followed by Iterative Back Projection | Jan 3, 2016 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Green Robotic Mixed Reality with Gaussian Splatting | Apr 18, 2025 | Mixed RealitySSIM | —Unverified | 0 |
| Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks | Mar 11, 2019 | DecoderImage Segmentation | —Unverified | 0 |
| Deep High-Resolution Network for Low Dose X-ray CT Denoising | Feb 1, 2021 | DenoisingSSIM | —Unverified | 0 |
| Image Super-Resolution Based on Sparsity Prior via Smoothed l_0 Norm | Mar 22, 2016 | Combinatorial Optimizationcompressed sensing | —Unverified | 0 |
| GratNet: A Photorealistic Neural Shader for Diffractive Surfaces | Jun 18, 2025 | Data CompressionSSIM | —Unverified | 0 |
| Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data | Oct 31, 2024 | DenoisingGPU | —Unverified | 0 |
| Image Super Resolution via Bilinear Pooling: Application to Confocal Endomicroscopy | Jun 18, 2019 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Perception-oriented Single Image Super-Resolution via Dual Relativistic Average Generative Adversarial Networks | Nov 8, 2019 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Imaging Transformer for MRI Denoising: a Scalable Model Architecture that enables SNR << 1 Imaging | Apr 13, 2025 | DenoisingSSIM | —Unverified | 0 |
| Deep Inverse Tone Mapping Using LDR Based Learning for Estimating HDR Images with Absolute Luminance | Feb 28, 2019 | inverse tone mappingInverse-Tone-Mapping | —Unverified | 0 |
| GRAPPA-GANs for Parallel MRI Reconstruction | Jan 5, 2021 | Generative Adversarial NetworkMRI Reconstruction | —Unverified | 0 |
| Impact of Image Compression on In Vitro Cell Migration Analysis | May 4, 2023 | Cell SegmentationImage Compression | —Unverified | 0 |
| Impact of White-Box Adversarial Attacks on Convolutional Neural Networks | Oct 2, 2024 | SSIM | —Unverified | 0 |
| Implementation of neural network operators with applications to remote sensing data | Nov 30, 2024 | SSIM | —Unverified | 0 |
| Cycle-consistent Generative Adversarial Network Synthetic CT for MR-only Adaptive Radiation Therapy on MR-Linac | Dec 3, 2023 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| Adversarial Learning of Semantic Relevance in Text to Image Synthesis | Dec 12, 2018 | DiversityImage Generation | —Unverified | 0 |