| Time-Division Multiplexing Light Field Display with Learned Coded Aperture | Jul 13, 2021 | SSIM | —Unverified | 0 |
| Details Preserving Deep Collaborative Filtering-Based Method for Image Denoising | Jul 11, 2021 | Collaborative FilteringDenoising | —Unverified | 0 |
| Image restoration quality assessment based on regional differential information entropy | Jul 8, 2021 | Image Quality AssessmentImage Restoration | —Unverified | 0 |
| Unsupervised Knowledge-Transfer for Learned Image Reconstruction | Jul 6, 2021 | Image ReconstructionSSIM | —Unverified | 0 |
| Can Perceptual Guidance Lead to Semantically Explainable Adversarial Perturbations? | Jun 24, 2021 | SSIM | —Unverified | 0 |
| Learning-Based Practical Light Field Image Compression Using A Disparity-Aware Model | Jun 22, 2021 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions | Jun 19, 2021 | Human-Object Interaction DetectionObject | —Unverified | 0 |
| Removal of speckle noises from ultrasound images using five different deep learning networks | Jun 16, 2021 | Deep LearningDenoising | CodeCode Available | 0 |
| Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels | Jun 15, 2021 | SSIMTransfer Learning | CodeCode Available | 0 |
| An Image Forensic Technique Based on JPEG Ghosts | Jun 11, 2021 | Image RescalingSSIM | —Unverified | 0 |
| Super-Resolution Image Reconstruction Based on Self-Calibrated Convolutional GAN | Jun 10, 2021 | Image ReconstructionSSIM | —Unverified | 0 |
| Novel View Video Prediction Using a Dual Representation | Jun 7, 2021 | PredictionSSIM | —Unverified | 0 |
| Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network | May 29, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| 3D U-NetR: Low Dose Computed Tomography Reconstruction via Deep Learning and 3 Dimensional Convolutions | May 28, 2021 | DenoisingSSIM | —Unverified | 0 |
| Learning Generative Prior with Latent Space Sparsity Constraints | May 25, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Deep learning-based bias transfer for overcoming laboratory differences of microscopic images | May 25, 2021 | MS-SSIMSSIM | CodeCode Available | 0 |
| Convolutional Block Design for Learned Fractional Downsampling | May 20, 2021 | SSIMVideo Compression | —Unverified | 0 |
| Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement | May 18, 2021 | Denoising | —Unverified | 0 |
| Multi-scale super-resolution generation of low-resolution scanned pathological images | May 15, 2021 | Generative Adversarial NetworkSSIM | CodeCode Available | 0 |
| ReflectNet - A Generative Adversarial Method for Single Image Reflection Suppression | May 11, 2021 | Reflection RemovalSSIM | —Unverified | 0 |
| Pose-Guided Sign Language Video GAN with Dynamic Lambda | May 6, 2021 | SSIM | —Unverified | 0 |
| Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network | May 1, 2021 | DecoderDenoising | CodeCode Available | 0 |
| ELF-VC: Efficient Learned Flexible-Rate Video Coding | Apr 29, 2021 | Computational EfficiencyGPU | —Unverified | 0 |
| Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Models | Apr 26, 2021 | Generative Adversarial Networkimage-classification | —Unverified | 0 |
| Improving precision of objective image/video quality metrics | Apr 26, 2021 | Image Quality AssessmentSSIM | —Unverified | 0 |
| 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 |
| Deep learning-based Edge-aware pre and post-processing methods for JPEG compressed images | Apr 11, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| X2CT-FLOW: Maximum a posteriori reconstruction using a progressive flow-based deep generative model for ultra sparse-view computed tomography in ultra low-dose protocols | Apr 9, 2021 | Computed Tomography (CT)SSIM | —Unverified | 0 |
| Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images | Apr 6, 2021 | PredictionSSIM | —Unverified | 0 |
| Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network | Apr 2, 2021 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Joint Optimization for SSIM-Based CTU-Level Bit Allocation and Rate Distortion Optimization | Apr 1, 2021 | Image Quality AssessmentSSIM | CodeCode Available | 0 |
| Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI | Mar 31, 2021 | SSIM | —Unverified | 0 |
| SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms | Mar 23, 2021 | Image GenerationSSIM | —Unverified | 0 |
| Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network | Mar 17, 2021 | compressed sensingSSIM | CodeCode Available | 0 |
| D2C-SR: A Divergence to Convergence Approach for Image Super-Resolution | Mar 12, 2021 | Image Super-ResolutionSSIM | —Unverified | 0 |
| ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network | Mar 8, 2021 | SSIMTranslation | CodeCode Available | 0 |
| Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution | Mar 4, 2021 | DiagnosticImage Enhancement | —Unverified | 0 |
| A Cross Channel Context Model for Latents in Deep Image Compression | Mar 4, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| Deep Perceptual Image Quality Assessment for Compression | Mar 1, 2021 | Image CompressionImage Quality Assessment | —Unverified | 0 |
| Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion | Feb 26, 2021 | Irregular Time SeriesSSIM | —Unverified | 0 |
| 3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation | Feb 26, 2021 | Decision MakingDepth Estimation | —Unverified | 0 |
| ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning | Feb 25, 2021 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| Perceptually Constrained Adversarial Attacks | Feb 14, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Analysis of Interpolation based Image In-painting Approaches | Feb 12, 2021 | SSIM | —Unverified | 0 |
| Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance images | Feb 10, 2021 | DiagnosticImage Super-Resolution | CodeCode Available | 0 |
| Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge | Feb 4, 2021 | MRI ReconstructionSSIM | CodeCode Available | 0 |
| Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism | Feb 2, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| Deep High-Resolution Network for Low Dose X-ray CT Denoising | Feb 1, 2021 | DenoisingSSIM | —Unverified | 0 |
| MRSaiFE: Tissue Heating Prediction for MRI: a Feasibility Study | Feb 1, 2021 | PredictionSSIM | —Unverified | 0 |
| RectiNet-v2: A stacked network architecture for document image dewarping | Feb 1, 2021 | DecoderMS-SSIM | —Unverified | 0 |