| Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image | Aug 20, 2019 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| Fully Automated Image De-fencing using Conditional Generative Adversarial Networks | Aug 19, 2019 | Image GenerationImage Reconstruction | —Unverified | 0 |
| DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data | Aug 19, 2019 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks | Aug 9, 2019 | General ClassificationImage Reconstruction | —Unverified | 0 |
| Manifold Modeling in Embedded Space: A Perspective for Interpreting Deep Image Prior | Aug 8, 2019 | DecoderDenoising | CodeCode Available | 0 |
| Model Learning: Primal Dual Networks for Fast MR imaging | Aug 7, 2019 | compressed sensingImage Reconstruction | —Unverified | 0 |
| BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization | Aug 4, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| TeraVR empowers precise reconstruction of complete 3-D neuronal morphology in the whole brain | Aug 2, 2019 | Electron Microscopy Image SegmentationImage Reconstruction | CodeCode Available | 0 |
| Inertial nonconvex alternating minimizations for the image deblurring | Jul 27, 2019 | ArticlesDeblurring | —Unverified | 0 |
| Compressing deep quaternion neural networks with targeted regularization | Jul 26, 2019 | Image Reconstruction | —Unverified | 0 |
| A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network | Jul 26, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
| Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks | Jul 26, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Momentum-Net: Fast and convergent iterative neural network for inverse problems | Jul 26, 2019 | Image Reconstructionregression | —Unverified | 0 |
| A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry | Jul 24, 2019 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| Deep learning-based color holographic microscopy | Jul 15, 2019 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Fully Convolutional Network for Removing DCT Artefacts From Images | Jul 8, 2019 | Image CompressionImage Reconstruction | —Unverified | 0 |
| A Comparison of Super-Resolution and Nearest Neighbors Interpolation Applied to Object Detection on Satellite Data | Jul 8, 2019 | Image ReconstructionObject | —Unverified | 0 |
| Distilling with Residual Network for Single Image Super Resolution | Jul 5, 2019 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI | Jul 3, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Learning with Known Operators reduces Maximum Training Error Bounds | Jul 3, 2019 | Image Reconstruction | —Unverified | 0 |
| Semi-supervised Image Attribute Editing using Generative Adversarial Networks | Jul 3, 2019 | AttributeImage Reconstruction | —Unverified | 0 |
| Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction | Jul 2, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging | Jul 2, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning | Jun 27, 2019 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| A Review on Deep Learning in Medical Image Reconstruction | Jun 23, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
