| Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system | Feb 11, 2022 | Anomaly DetectionMeta-Learning | —Unverified | 0 |
| 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 |
| A GAN-based Denoising Method for Chinese Stele and Rubbing Calligraphic Image | Feb 9, 2022 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 |
| MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch Synthesis | Feb 8, 2022 | DiversityFace Sketch Synthesis | —Unverified | 0 |
| DSSIM: a structural similarity index for floating-point data | Feb 5, 2022 | Data VisualizationImage Quality Assessment | —Unverified | 0 |
| Gradient Variance Loss for Structure-Enhanced Image Super-Resolution | Feb 2, 2022 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| ADC-Net: An Open-Source Deep Learning Network for Automated Dispersion Compensation in Optical Coherence Tomography | Jan 29, 2022 | DecoderMS-SSIM | CodeCode Available | 1 |
| Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder | Jan 27, 2022 | DecoderImage Compression | —Unverified | 0 |
| Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution | Jan 26, 2022 | Image Super-ResolutionSSIM | CodeCode Available | 0 |
| Real-time automatic polyp detection in colonoscopy using feature enhancement module and spatiotemporal similarity correlation unit | Jan 25, 2022 | SensitivitySpecificity | —Unverified | 0 |
| Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography | Jan 25, 2022 | DenoisingSSIM | CodeCode Available | 1 |
| MoViDNN: A Mobile Platform for Evaluating Video Quality Enhancement with Deep Neural Networks | Jan 12, 2022 | DenoisingSSIM | CodeCode Available | 0 |
| Generative Adversarial Network for Text-to-Face Synthesis and Manipulation with Pretrained BERT Model | Jan 12, 2022 | AttributeFace Generation | —Unverified | 0 |
| Image quality measurements and denoising using Fourier Ring Correlations | Jan 11, 2022 | DenoisingSSIM | CodeCode Available | 0 |
| Signal Reconstruction from Quantized Noisy Samples of the Discrete Fourier Transform | Jan 9, 2022 | Image ReconstructionMS-SSIM | —Unverified | 0 |
| Learning True Rate-Distortion-Optimization for End-To-End Image Compression | Jan 5, 2022 | Image CompressionMS-SSIM | —Unverified | 0 |
| DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression | Jan 4, 2022 | DecoderImage Compression | —Unverified | 0 |
| FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment | Jan 3, 2022 | Deep LearningFace Image Quality | CodeCode Available | 0 |
| Texture-Based Error Analysis for Image Super-Resolution | Jan 1, 2022 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction | Dec 26, 2021 | CT ReconstructionMRI Reconstruction | CodeCode Available | 0 |
| A New Image Codec Paradigm for Human and Machine Uses | Dec 19, 2021 | Decision MakingImage Compression | —Unverified | 0 |
| Face Deblurring Based on Separable Normalization and Adaptive Denormalization | Dec 18, 2021 | DeblurringFace Parsing | —Unverified | 0 |
| End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression | Dec 17, 2021 | Motion EstimationMS-SSIM | CodeCode Available | 1 |
| Improving neural implicit surfaces geometry with patch warping | Dec 17, 2021 | 3D ReconstructionMulti-View 3D Reconstruction | CodeCode Available | 1 |
| Face Reconstruction with Variational Autoencoder and Face Masks | Dec 3, 2021 | DecoderFace Generation | CodeCode Available | 1 |
| Semantic Map Injected GAN Training for Image-to-Image Translation | Dec 3, 2021 | Generative Adversarial NetworkImage-to-Image Translation | —Unverified | 0 |
| Towards Super-Resolution CEST MRI for Visualization of Small Structures | Dec 3, 2021 | AnatomySSIM | CodeCode Available | 0 |
| High-Resolution WiFi Imaging with Reconfigurable Intelligent Surfaces | Dec 1, 2021 | Privacy PreservingQuantization | —Unverified | 0 |
| Raw Nav-merge Seismic Data to Subsurface Properties with MLP based Multi-Modal Information Unscrambler | Dec 1, 2021 | Auxiliary LearningSeismic Inversion | —Unverified | 0 |
| Learning-Based Video Coding with Joint Deep Compression and Enhancement | Nov 29, 2021 | Generative Adversarial NetworkMotion Compensation | —Unverified | 0 |
| Data Augmentation For Medical MR Image Using Generative Adversarial Networks | Nov 29, 2021 | Data AugmentationDiagnostic | —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 |
| Temporal Context Mining for Learned Video Compression | Nov 27, 2021 | DecoderMS-SSIM | —Unverified | 0 |
| DeepWiVe: Deep-Learning-Aided Wireless Video Transmission | Nov 25, 2021 | Deep LearningMS-SSIM | —Unverified | 0 |
| Improving the Perceptual Quality of 2D Animation Interpolation | Nov 24, 2021 | SSIM | CodeCode Available | 1 |
| Deep neural networks-based denoising models for CT imaging and their efficacy | Nov 18, 2021 | DenoisingImage Denoising | —Unverified | 0 |
| End-to-End Learned Image Compression with Quantized Weights and Activations | Nov 17, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| Image Super-Resolution Using T-Tetromino Pixels | Nov 17, 2021 | compressed sensingImage Super-Resolution | —Unverified | 0 |
| Moment Transform-Based Compressive Sensing in Image Processing | Nov 14, 2021 | Compressive SensingDenoising | —Unverified | 0 |
| Sparse Adversarial Video Attacks with Spatial Transformations | Nov 10, 2021 | Adversarial AttackBayesian Optimisation | CodeCode Available | 1 |
| Deep Learning Adapted Acceleration for Limited-view Photoacoustic Computed Tomography | Nov 8, 2021 | Deep LearningSSIM | —Unverified | 0 |
| A bone suppression model ensemble to improve COVID-19 detection in chest X-rays | Nov 5, 2021 | DiagnosticMS-SSIM | —Unverified | 0 |
| Versatile Learned Video Compression | Nov 5, 2021 | Motion CompensationMS-SSIM | —Unverified | 0 |
| FREGAN : an application of generative adversarial networks in enhancing the frame rate of videos | Nov 1, 2021 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| Learned Image Compression with Separate Hyperprior Decoders | Oct 31, 2021 | DecoderImage Compression | —Unverified | 0 |
| Localized Super Resolution for Foreground Images using U-Net and MR-CNN | Oct 27, 2021 | Image SegmentationImage Super-Resolution | CodeCode Available | 0 |
| Generative Flows as a General Purpose Solution for Inverse Problems | Oct 25, 2021 | ColorizationDeblurring | CodeCode Available | 0 |
| Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks | Oct 25, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Raw Bayer Pattern Image Synthesis for Computer Vision-oriented Image Signal Processing Pipeline Design | Oct 25, 2021 | DemosaickingImage Generation | —Unverified | 0 |