| A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry | Jul 24, 2019 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-temporal Correlations | Jul 22, 2019 | Image Reconstruction | CodeCode Available | 1 |
| Deep learning-based color holographic microscopy | Jul 15, 2019 | Deep LearningGenerative Adversarial Network | —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 |
| Fully Convolutional Network for Removing DCT Artefacts From Images | Jul 8, 2019 | Image CompressionImage Reconstruction | —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 |
| Semi-supervised Image Attribute Editing using Generative Adversarial Networks | Jul 3, 2019 | AttributeImage Reconstruction | —Unverified | 0 |
| Learning with Known Operators reduces Maximum Training Error Bounds | Jul 3, 2019 | Image Reconstruction | —Unverified | 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 |
| Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction | Jul 2, 2019 | DecoderImage Reconstruction | CodeCode Available | 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 |
| Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning | Jun 19, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Optimization methods for MR image reconstruction (long version) | Jun 13, 2019 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization | Jun 13, 2019 | Image ReconstructionSSIM | —Unverified | 0 |
| Deep Variational Networks with Exponential Weighting for Learning Computed Tomography | Jun 13, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space | Jun 12, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
| Generative adversarial network for segmentation of motion affected neonatal brain MRI | Jun 11, 2019 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution | Jun 11, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior | Jun 11, 2019 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Improved low-count quantitative PET reconstruction with an iterative neural network | Jun 5, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Information Competing Process for Learning Diversified Representations | Jun 4, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| DualDis: Dual-Branch Disentangling with Adversarial Learning | Jun 3, 2019 | AttributeData Augmentation | CodeCode Available | 0 |
| A new nonlocal forward model for diffuse optical tomography | Jun 3, 2019 | Image Reconstruction | —Unverified | 0 |
