| Inducing Hierarchical Compositional Model by Sparsifying Generator Network | Sep 10, 2019 | Image GenerationImage Reconstruction | —Unverified | 0 |
| JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video | Sep 10, 2019 | Image ReconstructionInverse-Tone-Mapping | CodeCode Available | 0 |
| Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications | Sep 4, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction | Sep 3, 2019 | Compressive SensingDenoising | CodeCode Available | 1 |
| MRI Reconstruction Using Deep Bayesian Estimation | Sep 3, 2019 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Deep Plug-and-Play Prior for Parallel MRI Reconstruction | Aug 30, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Improving Self-Supervised Single View Depth Estimation by Masking Occlusion | Aug 29, 2019 | Depth And Camera MotionDepth Estimation | CodeCode Available | 0 |
| Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surgery (MRgFUS) | Aug 29, 2019 | Image Reconstruction | —Unverified | 0 |
| Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging | Aug 28, 2019 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center | Aug 26, 2019 | Image Reconstructionmotion prediction | —Unverified | 0 |
| Machine-learning enables Image Reconstruction and Classification in a "see-through" camera | Aug 25, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| 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 |
| Y-Net: A Hybrid Deep Learning Reconstruction Framework for Photoacoustic Imaging in vivo | Aug 2, 2019 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Inertial nonconvex alternating minimizations for the image deblurring | Jul 27, 2019 | ArticlesDeblurring | —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 |
| Compressing deep quaternion neural networks with targeted regularization | Jul 26, 2019 | Image Reconstruction | —Unverified | 0 |
| 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 |
