| 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 |
| JSR-Net: A Deep Network for Joint Spatial-Radon Domain CT Reconstruction from incomplete data | Dec 3, 2018 | CT ReconstructionImage Reconstruction | —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 |
| MIST: Multiple Instance Spatial Transformer Network | Nov 26, 2018 | Anomaly Detection In Surveillance VideosImage Reconstruction | CodeCode Available | 1 |
| Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks | Nov 24, 2018 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| fastMRI: An Open Dataset and Benchmarks for Accelerated MRI | Nov 21, 2018 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| 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 |
| Deep Bayesian Inversion | Nov 14, 2018 | Decision MakingImage Reconstruction | CodeCode Available | 1 |
| 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 |
| Image Restoration using Total Variation Regularized Deep Image Prior | Oct 30, 2018 | DeblurringDenoising | —Unverified | 0 |
| Audiovisual speaker conversion: jointly and simultaneously transforming facial expression and acoustic characteristics | Oct 29, 2018 | Image Reconstruction | —Unverified | 0 |
| Towards improved lossy image compression: Human image reconstruction with public-domain images | Oct 25, 2018 | Image CompressionImage Reconstruction | —Unverified | 0 |
| Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction | Oct 25, 2018 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Convolutional Deblurring for Natural Imaging | Oct 25, 2018 | DeblurringDenoising | CodeCode Available | 0 |
| Joint bi-modal image reconstruction of DOT and XCT with an extended Mumford-Shah functional | Oct 15, 2018 | Image ReconstructionSSIM | —Unverified | 0 |
| Deep learning-based super-resolution in coherent imaging systems | Oct 15, 2018 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Computational ghost imaging using a field-programmable gate array | Oct 10, 2018 | CPUImage Reconstruction | —Unverified | 0 |
| Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction | Oct 5, 2018 | Computed Tomography (CT)GPU | —Unverified | 0 |
