| A Dual-branch Network for Infrared and Visible Image Fusion | Jan 24, 2021 | Generative Adversarial NetworkInfrared And Visible Image Fusion | CodeCode Available | 1 |
| MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping | Jan 21, 2021 | Deep LearningSSIM | CodeCode Available | 1 |
| A Person Re-identification Data Augmentation Method with Adversarial Defense Effect | Jan 21, 2021 | Adversarial DefenseData Augmentation | CodeCode Available | 1 |
| Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs | Jan 20, 2021 | Anomaly DetectionSSIM | —Unverified | 0 |
| Real-Time Limited-View CT Inpainting and Reconstruction with Dual Domain Based on Spatial Information | Jan 19, 2021 | SSIMVideo Inpainting | —Unverified | 0 |
| A Lightweight Structure Aimed to Utilize Spatial Correlation for Sparse-View CT Reconstruction | Jan 19, 2021 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| A Hitchhiker's Guide to Structural Similarity | Jan 16, 2021 | MS-SSIMSSIM | CodeCode Available | 0 |
| A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions | Jan 6, 2021 | ARCComputed Tomography (CT) | —Unverified | 0 |
| GRAPPA-GANs for Parallel MRI Reconstruction | Jan 5, 2021 | Generative Adversarial NetworkMRI Reconstruction | —Unverified | 0 |
| RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs using a Novel Multi-scale Generative Adversarial Network | Jan 3, 2021 | DecoderGenerative Adversarial Network | CodeCode Available | 1 |
| Neural Image Compression via Attentional Multi-Scale Back Projection and Frequency Decomposition | Jan 1, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| End-to-End Piece-Wise Unwarping of Document Images | Jan 1, 2021 | MS-SSIMOptical Character Recognition (OCR) | —Unverified | 0 |
| Selective Sensing: A Data-driven Nonuniform Subsampling Approach for Computation-free On-Sensor Data Dimensionality Reduction | Jan 1, 2021 | Compressive SensingDimensionality Reduction | —Unverified | 0 |
| NBNet: Noise Basis Learning for Image Denoising with Subspace Projection | Dec 30, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy | Dec 29, 2020 | Multi Focus Image FusionSSIM | CodeCode Available | 0 |
| Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN | Dec 28, 2020 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation | Dec 22, 2020 | Cloud RemovalSSIM | CodeCode Available | 1 |
| A Shift-insensitive Full Reference Image Quality Assessment Model Based on Quadratic Sum of Gradient Magnitude and LOG signals | Dec 21, 2020 | Full reference image quality assessmentFull-Reference Image Quality Assessment | —Unverified | 0 |
| Learned Block-based Hybrid Image Compression | Dec 17, 2020 | BlockingGPU | —Unverified | 0 |
| Robust One Shot Audio to Video Generation | Dec 14, 2020 | Generative Adversarial NetworkMarketing | —Unverified | 0 |
| Multi Modal Adaptive Normalization for Audio to Video Generation | Dec 14, 2020 | Optical Flow EstimationSSIM | —Unverified | 0 |
| Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction | Dec 9, 2020 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| How to Exploit the Transferability of Learned Image Compression to Conventional Codecs | Dec 3, 2020 | Generative Adversarial NetworkImage Compression | —Unverified | 0 |
| EVRNet: Efficient Video Restoration on Edge Devices | Dec 3, 2020 | DenoisingSSIM | —Unverified | 0 |
| Learning Spatial Attention for Face Super-Resolution | Dec 2, 2020 | Face ParsingImage Super-Resolution | CodeCode Available | 1 |
| SAR Image Despeckling Based on Convolutional Denoising Autoencoder | Nov 30, 2020 | DenoisingEfficient Exploration | —Unverified | 0 |
| Image Denoising for Strong Gaussian Noises With Specialized CNNs for Different Frequency Components | Nov 26, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Image Denoising by Gaussian Patch Mixture Model and Low Rank Patches | Nov 20, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation | Nov 20, 2020 | Liver SegmentationSegmentation | CodeCode Available | 0 |
| Edge Adaptive Hybrid Regularization Model For Image Deblurring | Nov 20, 2020 | DeblurringImage Deblurring | —Unverified | 0 |
| Causal Contextual Prediction for Learned Image Compression | Nov 19, 2020 | Image CompressionMS-SSIM | —Unverified | 0 |
| Non-Local Robust Quaternion Matrix Completion for Color Images and Videos Inpainting | Nov 17, 2020 | Matrix CompletionSSIM | —Unverified | 0 |
| Mutual Information Based Method for Unsupervised Disentanglement of Video Representation | Nov 17, 2020 | Autonomous NavigationDisentanglement | CodeCode Available | 0 |
| NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations | Nov 13, 2020 | BIG-bench Machine LearningSSIM | CodeCode Available | 1 |
| Dense U-net for super-resolution with shuffle pooling layer | Nov 11, 2020 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging | Nov 10, 2020 | BIG-bench Machine LearningSSIM | —Unverified | 0 |
| AIM 2020 Challenge on Learned Image Signal Processing Pipeline | Nov 10, 2020 | DemosaickingDenoising | CodeCode Available | 1 |
| EPSR: Edge Profile Super resolution | Nov 9, 2020 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing | Nov 7, 2020 | Domain AdaptationImage Dehazing | —Unverified | 0 |
| CompressAI: a PyTorch library and evaluation platform for end-to-end compression research | Nov 5, 2020 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| A spatial hue similarity measure for assessment of colourisation | Nov 3, 2020 | SSIM | CodeCode Available | 0 |
| Satellite Image Small Target Application Based on Deep Segmented Residual Neural Network | Oct 26, 2020 | satellite image super-resolutionSSIM | —Unverified | 0 |
| Multi-Frame Super-Resolution Combining Demons Registration and Regularized Bayesian Reconstruction | Oct 23, 2020 | Multi-Frame Super-ResolutionSSIM | —Unverified | 0 |
| Uncertainty-Driven Adaptive Sampling via GANs | Oct 23, 2020 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| Adaptive Pixel-wise Structured Sparse Network for Efficient CNNs | Oct 21, 2020 | DenoisingGeneral Classification | —Unverified | 0 |
| Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset | Oct 20, 2020 | SSIMSuper-Resolution | —Unverified | 0 |
| Region-specific Dictionary Learning-based Low-dose Thoracic CT Reconstruction | Oct 20, 2020 | CT ReconstructionDictionary Learning | —Unverified | 0 |
| Checkerboard-Artifact-Free Image-Enhancement Network Considering Local and Global Features | Oct 13, 2020 | Image EnhancementImage-to-Image Translation | —Unverified | 0 |
| Multi-layer Residual Sparsifying Transform (MARS) Model for Low-dose CT Image Reconstruction | Oct 10, 2020 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| A Variational Auto-Encoder Approach for Image Transmission in Wireless Channel | Oct 8, 2020 | SSIM | —Unverified | 0 |