| Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction | Dec 27, 2018 | BinarizationImage Inpainting | CodeCode Available | 0 |
| Off-the-grid model based deep learning (O-MODL) | Dec 27, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| 2.5D Deep Learning for CT Image Reconstruction using a Multi-GPU implementation | Dec 20, 2018 | DenoisingGPU | —Unverified | 0 |
| Model Based Iterative Reconstruction With Spatially Adaptive Sinogram Weights for Wide-Cone Cardiac CT | Dec 20, 2018 | Image Reconstruction | —Unverified | 0 |
| Learning beamforming in ultrasound imaging | Dec 19, 2018 | Image Reconstruction | —Unverified | 0 |
| Hybrid Loss for Learning Single-Image-based HDR Reconstruction | Dec 18, 2018 | HDR ReconstructionImage Reconstruction | —Unverified | 0 |
| Unsupervised Image Decomposition in Vector Layers | Dec 13, 2018 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks | Dec 12, 2018 | DecoderFace Generation | —Unverified | 0 |
| A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging | Dec 9, 2018 | Image ReconstructionImage Registration | —Unverified | 0 |
| SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction | Dec 8, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Brain Segmentation from k-space with End-to-end Recurrent Attention Network | Dec 5, 2018 | Brain Image SegmentationBrain Segmentation | —Unverified | 0 |
| JSR-Net: A Deep Network for Joint Spatial-Radon Domain CT Reconstruction from incomplete data | Dec 3, 2018 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction | Dec 3, 2018 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
| Why Are Deep Representations Good Perceptual Quality Features? | Dec 2, 2018 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Beltrami-Net: Domain Independent Deep D-bar Learning for Absolute Imaging with Electrical Impedance Tomography (a-EIT) | Nov 30, 2018 | Image Reconstruction | —Unverified | 0 |
| Image Reconstruction with Predictive Filter Flow | Nov 28, 2018 | DeblurringDenoising | CodeCode Available | 0 |
| UnDEMoN 2.0: Improved Depth and Ego Motion Estimation through Deep Image Sampling | Nov 27, 2018 | Depth EstimationImage Reconstruction | —Unverified | 0 |
| Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks | Nov 24, 2018 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Edge-adaptive l2 regularization image reconstruction from non-uniform Fourier data | Nov 20, 2018 | Edge DetectionImage Reconstruction | —Unverified | 0 |
| Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery | Nov 19, 2018 | Image ReconstructionRetrieval | —Unverified | 0 |
| Noise- and Outlier-Resistant Tomographic Reconstruction under Unknown Viewing Parameters | Nov 12, 2018 | Image ReconstructionObject | —Unverified | 0 |
| Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods? | Nov 8, 2018 | CT ReconstructionDeep Learning | CodeCode Available | 0 |
| Quaternion Convolutional Neural Networks for Heterogeneous Image Processing | Oct 31, 2018 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm | Oct 31, 2018 | Image Reconstruction | —Unverified | 0 |
| A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction | Oct 30, 2018 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
