| MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation | Feb 11, 2019 | Image ReconstructionImage-to-Image Translation | —Unverified | 0 |
| Empirically Accelerating Scaled Gradient Projection Using Deep Neural Network For Inverse Problems In Image Processing | Feb 7, 2019 | DeblurringImage Inpainting | —Unverified | 0 |
| Fingerprint Recognition under Missing Image Pixels Scenario | Feb 6, 2019 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial Networks | Jan 30, 2019 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks | Jan 30, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Compressed Domain Image Classification Using a Dynamic-Rate Neural Network | Jan 28, 2019 | ClassificationCompressive Sensing | —Unverified | 0 |
| Unsupervised Learning-based Depth Estimation aided Visual SLAM Approach | Jan 22, 2019 | Depth And Camera MotionDepth Estimation | —Unverified | 0 |
| Edge-masked CT image reconstruction from limited data | Jan 16, 2019 | Image Reconstruction | —Unverified | 0 |
| Deep Learning for Waveform Estimation and Imaging in Passive Radar | Jan 14, 2019 | DecoderDeep Learning | —Unverified | 0 |
| Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks | Jan 11, 2019 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction | Jan 7, 2019 | Dimensionality ReductionImage Reconstruction | —Unverified | 0 |
| Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography | Jan 7, 2019 | Image Reconstruction | —Unverified | 0 |
| I Can See Clearly Now : Image Restoration via De-Raining | Jan 3, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
| Off-the-grid model based deep learning (O-MODL) | Dec 27, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction | Dec 27, 2018 | BinarizationImage Inpainting | CodeCode Available | 0 |
| Model Based Iterative Reconstruction With Spatially Adaptive Sinogram Weights for Wide-Cone Cardiac CT | Dec 20, 2018 | Image Reconstruction | —Unverified | 0 |
| 2.5D Deep Learning for CT Image Reconstruction using a Multi-GPU implementation | Dec 20, 2018 | DenoisingGPU | —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 |
| Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction | Dec 3, 2018 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
