| Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imaging | Jun 19, 2023 | Image ReconstructionSSIM | CodeCode Available | 0 |
| PDCFNet: Enhancing Underwater Images through Pixel Difference Convolution | Sep 28, 2024 | Image EnhancementSSIM | CodeCode Available | 0 |
| Learning Convolutional Networks for Content-weighted Image Compression | Mar 30, 2017 | BinarizationDecoder | CodeCode Available | 0 |
| SDLFormer: A Sparse and Dense Locality-enhanced Transformer for Accelerated MR Image Reconstruction | Aug 8, 2023 | Computational EfficiencyImage Reconstruction | CodeCode Available | 0 |
| Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines | Aug 17, 2021 | SSIM | CodeCode Available | 0 |
| ECAFormer: Low-light Image Enhancement using Cross Attention | Jun 19, 2024 | Autonomous DrivingImage Enhancement | CodeCode Available | 0 |
| Learning Enhanced Structural Representations with Block-Based Uncertainties for Ocean Floor Mapping | Apr 19, 2025 | Conformal PredictionEarth Observation | CodeCode Available | 0 |
| HyperColorization: Propagating spatially sparse noisy spectral clues for reconstructing hyperspectral images | Mar 18, 2024 | ColorizationSSIM | CodeCode Available | 0 |
| HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction | Aug 9, 2023 | AnatomyImage Reconstruction | CodeCode Available | 0 |
| DSSLIC: Deep Semantic Segmentation-based Layered Image Compression | Jun 8, 2018 | Image CompressionImage Retrieval | CodeCode Available | 0 |
| HSTR-Net: High Spatio-Temporal Resolution Video Generation For Wide Area Surveillance | Apr 9, 2022 | Optical Flow EstimationReference-based Super-Resolution | CodeCode Available | 0 |
| Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem | Sep 5, 2024 | Bayesian OptimizationImage Quality Assessment | CodeCode Available | 0 |
| Learning Instance-Specific Parameters of Black-Box Models Using Differentiable Surrogates | Jul 23, 2024 | DenoisingHyperparameter Optimization | CodeCode Available | 0 |
| Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution | Jan 26, 2022 | Image Super-ResolutionSSIM | CodeCode Available | 0 |
| A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement | Apr 4, 2023 | Image EnhancementMedical Image Enhancement | CodeCode Available | 0 |
| Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation | Apr 29, 2019 | Data AugmentationDenoising | CodeCode Available | 0 |
| HiTSR: A Hierarchical Transformer for Reference-based Super-Resolution | Aug 30, 2024 | Image Super-ResolutionKnowledge Distillation | CodeCode Available | 0 |
| Learning the Sampling Pattern for MRI | Jun 20, 2019 | compressed sensingSSIM | CodeCode Available | 0 |
| Learning to Compress Videos without Computing Motion | Sep 29, 2020 | Motion EstimationMS-SSIM | CodeCode Available | 0 |
| Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures | Oct 4, 2022 | DisentanglementPose Transfer | CodeCode Available | 0 |
| High-Resolution Deep Convolutional Generative Adversarial Networks | Nov 17, 2017 | GPUImage Generation | CodeCode Available | 0 |
| Structural Similarity based Anatomical and Functional Brain Imaging Fusion | Aug 11, 2019 | SSIM | CodeCode Available | 0 |
| DreamSat: Towards a General 3D Model for Novel View Synthesis of Space Objects | Oct 7, 2024 | 3D ReconstructionNovel View Synthesis | CodeCode Available | 0 |
| Learning Weighting Map for Bit-Depth Expansion within a Rational Range | Apr 26, 2022 | SSIM | CodeCode Available | 0 |
| Wideband RF Radiance Field Modeling Using Frequency-embedded 3D Gaussian Splatting | May 27, 2025 | 3DGSSSIM | CodeCode Available | 0 |
| LegoPET: Hierarchical Feature Guided Conditional Diffusion for PET Image Reconstruction | Nov 25, 2024 | Image ReconstructionSSIM | CodeCode Available | 0 |
| VarNet: Exploring Variations for Unsupervised Video Prediction | Oct 1, 2018 | PredictionSSIM | CodeCode Available | 0 |
| Appeal prediction for AI up-scaled Images | Feb 19, 2025 | PredictionSSIM | CodeCode Available | 0 |
| CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance | Jan 20, 2020 | DenoisingSSIM | CodeCode Available | 0 |
| Automated Coastline Extraction Using Edge Detection Algorithms | May 19, 2024 | Edge DetectionSSIM | CodeCode Available | 0 |
| Autoencoded Image Compression for Secure and Fast Transmission | Jul 4, 2024 | Dimensionality ReductionImage Compression | CodeCode Available | 0 |
| Light Field Compression by Residual CNN Assisted JPEG | Sep 30, 2020 | Depth EstimationSSIM | CodeCode Available | 0 |
| Deep Learning-based Accelerated MR Cholangiopancreatography without Fully-sampled Data | May 6, 2024 | compressed sensingDeep Learning | CodeCode Available | 0 |
| A Physics-Informed Deep Learning Model for MRI Brain Motion Correction | Feb 13, 2025 | DiagnosticMotion Detection | CodeCode Available | 0 |
| PHOCUS: Physics-Based Deconvolution for Ultrasound Resolution Enhancement | Aug 7, 2024 | DiagnosticSSIM | CodeCode Available | 0 |
| Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models | May 13, 2025 | DenoisingMRI Reconstruction | CodeCode Available | 0 |
| Physics-based network fine-tuning for robust quantitative susceptibility mapping from high-pass filtered phase | May 5, 2023 | SSIM | CodeCode Available | 0 |
| Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range Displays | May 1, 2024 | Domain AdaptationImage Quality Assessment | CodeCode Available | 0 |
| Towards a Robust Framework for NeRF Evaluation | May 29, 2023 | 3D Depth EstimationImage Quality Assessment | CodeCode Available | 0 |
| An unsupervised method for MRI recovery: Deep image prior with structured sparsity | Jan 2, 2025 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Do High-Performance Image-to-Image Translation Networks Enable the Discovery of Radiomic Features? Application to MRI Synthesis from Ultrasound in Prostate Cancer | Mar 27, 2024 | Image-to-Image TranslationSSIM | CodeCode Available | 0 |
| Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks | Sep 3, 2020 | 3D ReconstructionMedical Diagnosis | CodeCode Available | 0 |
| DocUNet: Document Image Unwarping via a Stacked U-Net | Jun 1, 2018 | Local DistortionMS-SSIM | CodeCode Available | 0 |
| VStegNET: Video Steganography Networkusing Spatio-Temporal features andMicro-Bottleneck | Sep 1, 2019 | Image SteganographySSIM | CodeCode Available | 0 |
| Semantic-Guided Global-Local Collaborative Networks for Lightweight Image Super-Resolution | Mar 20, 2025 | Image Super-ResolutionSSIM | CodeCode Available | 0 |
| Localized Super Resolution for Foreground Images using U-Net and MR-CNN | Oct 27, 2021 | Image SegmentationImage Super-Resolution | CodeCode Available | 0 |
| Locally Linear Image Structural Embedding for Image Structure Manifold Learning | Aug 25, 2019 | Dimensionality ReductionImage Quality Assessment | CodeCode Available | 0 |
| Complex Scene Image Editing by Scene Graph Comprehension | Mar 24, 2022 | Image InpaintingImage Manipulation | CodeCode Available | 0 |
| Harnessing Multi-resolution and Multi-scale Attention for Underwater Image Restoration | Aug 19, 2024 | Autonomous VehiclesImage Enhancement | CodeCode Available | 0 |
| Observer Dependent Lossy Image Compression | Oct 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |