| Neural Image Compression via Non-Local Attention Optimization and Improved Context Modeling | Oct 11, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 | 5 |
| Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures | Mar 21, 2024 | DenoisingImage Denoising | CodeCode Available | 0 | 5 |
| ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network | Mar 8, 2021 | SSIMTranslation | CodeCode Available | 0 | 5 |
| Improved Generation of Synthetic Imaging Data Using Feature-Aligned Diffusion | Oct 1, 2024 | DiversitySSIM | CodeCode Available | 0 | 5 |
| Improving SCGAN's Similarity Constraint and Learning a Better Disentangled Representation | Oct 18, 2023 | DisentanglementRepresentation Learning | CodeCode Available | 0 | 5 |
| Image Super-Resolution Improved by Edge Information | Oct 6, 2019 | Image Super-ResolutionMS-SSIM | CodeCode Available | 0 | 5 |
| ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity Learning | Sep 30, 2024 | BenchmarkingDisparity Estimation | CodeCode Available | 0 | 5 |
| MCUCoder: Adaptive Bitrate Learned Video Compression for IoT Devices | Nov 29, 2024 | MS-SSIMSSIM | CodeCode Available | 0 | 5 |
| A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality Assessment | Nov 21, 2018 | Image Quality AssessmentSSIM | CodeCode Available | 0 | 5 |
| Image Stabilization for Hololens Camera in Remote Collaboration | Apr 5, 2023 | 3D ReconstructionNeRF | CodeCode Available | 0 | 5 |
| Improving Spherical Image Resampling through Viewport-Adaptivity | Jun 23, 2023 | SSIM | CodeCode Available | 0 | 5 |
| Enhanced Encoder-Decoder Architecture for Accurate Monocular Depth Estimation | Oct 15, 2024 | 3D ReconstructionDecoder | CodeCode Available | 0 | 5 |
| Deep Autoencoders for Anomaly Detection in Textured Images using CW-SSIM | Aug 30, 2022 | Anomaly DetectionSSIM | CodeCode Available | 0 | 5 |
| Image Quality Assessment and Color Difference | Nov 22, 2018 | Image Quality AssessmentMS-SSIM | CodeCode Available | 0 | 5 |
| Image Compressed Sensing with Multi-scale Dilated Convolutional Neural Network | Sep 28, 2022 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 | 5 |
| Image quality measurements and denoising using Fourier Ring Correlations | Jan 11, 2022 | DenoisingSSIM | CodeCode Available | 0 | 5 |
| DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI | Feb 10, 2022 | SSIMSuper-Resolution | CodeCode Available | 0 | 5 |
| Detecting and Refining HiRISE Image Patches Obscured by Atmospheric Dust | May 8, 2024 | SSIM | CodeCode Available | 0 | 5 |
| HyperColorization: Propagating spatially sparse noisy spectral clues for reconstructing hyperspectral images | Mar 18, 2024 | ColorizationSSIM | CodeCode Available | 0 | 5 |
| HyperSLICE: HyperBand optimized Spiral for Low-latency Interactive Cardiac Examination | Feb 6, 2023 | SSIM | CodeCode Available | 0 | 5 |
| HSTR-Net: High Spatio-Temporal Resolution Video Generation For Wide Area Surveillance | Apr 9, 2022 | Optical Flow EstimationReference-based Super-Resolution | CodeCode Available | 0 | 5 |
| A speckle filter for Sentinel-1 SAR Ground Range Detected data based on Residual Convolutional Neural Networks | Apr 19, 2021 | Earth ObservationSSIM | CodeCode Available | 0 | 5 |
| HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction | Aug 9, 2023 | AnatomyImage Reconstruction | CodeCode Available | 0 | 5 |
| Multi-Channel Deep Networks for Block-Based Image Compressive Sensing | Aug 28, 2019 | BlockingCompressive Sensing | CodeCode Available | 0 | 5 |
| I-HAZE: a dehazing benchmark with real hazy and haze-free indoor images | Apr 13, 2018 | Image DehazingSSIM | CodeCode Available | 0 | 5 |
| Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock image | Apr 9, 2025 | Image RegistrationSSIM | CodeCode Available | 0 | 5 |
| Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models | Jan 26, 2023 | Image CompressionMS-SSIM | CodeCode Available | 0 | 5 |
| Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection | Mar 21, 2024 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 | 5 |
| An All-in-One Network for Dehazing and Beyond | Jul 20, 2017 | AllImage Dehazing | CodeCode Available | 0 | 5 |
| Harnessing Multi-resolution and Multi-scale Attention for Underwater Image Restoration | Aug 19, 2024 | Autonomous VehiclesImage Enhancement | CodeCode Available | 0 | 5 |
| Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks | Sep 3, 2020 | 3D ReconstructionMedical Diagnosis | CodeCode Available | 0 | 5 |
| Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models | May 13, 2025 | DenoisingMRI Reconstruction | CodeCode Available | 0 | 5 |
| A Fully Progressive Approach to Single-Image Super-Resolution | Apr 9, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 | 5 |
| High-Resolution Deep Convolutional Generative Adversarial Networks | Nov 17, 2017 | GPUImage Generation | CodeCode Available | 0 | 5 |
| Arbitrary Scale Super-Resolution for Brain MRI Images | Apr 5, 2020 | Brain Tumor SegmentationImage Super-Resolution | CodeCode Available | 0 | 5 |
| Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels | Jun 15, 2021 | SSIMTransfer Learning | CodeCode Available | 0 | 5 |
| Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks | Jul 13, 2023 | Image ReconstructionInductive Bias | CodeCode Available | 0 | 5 |
| NoSENSE: Learned unrolled cardiac MRI reconstruction without explicit sensitivity maps | Sep 27, 2023 | Image ReconstructionMRI Reconstruction | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Analysis & Computational Complexity Reduction of Monocular and Stereo Depth Estimation Techniques | Jun 18, 2022 | Decision MakingDepth Estimation | CodeCode Available | 0 | 5 |
| Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks | Dec 6, 2019 | AnatomyImage Registration | CodeCode Available | 0 | 5 |
| Generative Flows as a General Purpose Solution for Inverse Problems | Oct 25, 2021 | ColorizationDeblurring | CodeCode Available | 0 | 5 |
| Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET | Jun 18, 2024 | Image GenerationSSIM | CodeCode Available | 0 | 5 |
| FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation | Oct 21, 2024 | Image ReconstructionImage Segmentation | CodeCode Available | 0 | 5 |
| Generalized Octave Convolutions for Learned Multi-Frequency Image Compression | Feb 24, 2020 | DenoisingImage Compression | CodeCode Available | 0 | 5 |
| GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT | Jan 6, 2025 | Computed Tomography (CT)Mamba | CodeCode Available | 0 | 5 |
| HiTSR: A Hierarchical Transformer for Reference-based Super-Resolution | Aug 30, 2024 | Image Super-ResolutionKnowledge Distillation | CodeCode Available | 0 | 5 |
| A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement | Apr 4, 2023 | Image EnhancementMedical Image Enhancement | CodeCode Available | 0 | 5 |
| CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy | Aug 4, 2023 | AnatomyCT Reconstruction | CodeCode Available | 0 | 5 |
| Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge | Feb 4, 2021 | MRI ReconstructionSSIM | CodeCode Available | 0 | 5 |