| A Review of Convolutional Neural Networks for Inverse Problems in Imaging | Oct 11, 2017 | compressed sensingDenoising | CodeCode Available | 0 |
| Compressed Sensing, ASBSR-method of image sampling and reconstruction and the problem of digital image acquisition with the lowest possible sampling rate | Oct 10, 2017 | compressed sensingDemosaicking | —Unverified | 0 |
| High-Precision Automated Reconstruction of Neurons with Flood-filling Networks | Oct 9, 2017 | Electron Microscopy Image SegmentationImage Reconstruction | —Unverified | 0 |
| Iterative PET Image Reconstruction Using Convolutional Neural Network Representation | Oct 9, 2017 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks | Oct 4, 2017 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 |
| VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising | Oct 3, 2017 | DenoisingDictionary Learning | CodeCode Available | 0 |
| Consensus Convolutional Sparse Coding | Oct 1, 2017 | DemosaickingImage Reconstruction | CodeCode Available | 0 |
| Adaptive Measurement Network for CS Image Reconstruction | Sep 23, 2017 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| 3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images | Sep 19, 2017 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| General Phase Regularized Reconstruction using Phase Cycling | Sep 15, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Can you tell a face from a HEVC bitstream? | Sep 9, 2017 | DecoderFace Detection | —Unverified | 0 |
| Improving Heterogeneous Face Recognition with Conditional Adversarial Networks | Sep 8, 2017 | Face RecognitionHeterogeneous Face Recognition | —Unverified | 0 |
| CNN-Based Projected Gradient Descent for Consistent Image Reconstruction | Sep 6, 2017 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Deep Learning-Guided Image Reconstruction from Incomplete Data | Sep 2, 2017 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB | Sep 1, 2017 | Image Reconstruction | —Unverified | 0 |
| Navigator-free EPI Ghost Correction with Structured Low-Rank Matrix Models: New Theory and Methods | Aug 16, 2017 | Image Reconstruction | —Unverified | 0 |
| Deep Learning for Passive Synthetic Aperture Radar | Aug 12, 2017 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces | Aug 8, 2017 | Face GenerationFace Recognition | —Unverified | 0 |
| Accelerated Image Reconstruction for Nonlinear Diffractive Imaging | Aug 4, 2017 | Image Reconstruction | —Unverified | 0 |
| Image reconstruction with imperfect forward models and applications in deblurring | Aug 3, 2017 | DeblurringImage Reconstruction | —Unverified | 0 |
| Maximum entropy based non-negative optoacoustic tomographic image reconstruction | Jul 26, 2017 | Image Reconstruction | —Unverified | 0 |
| Motion Compensated Dynamic MRI Reconstruction with Local Affine Optical Flow Estimation | Jul 22, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| A Novel Deep Learning Architecture for Testis Histology Image Classification | Jul 18, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network | Jul 18, 2017 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 |
| Spatially variant PSF modeling in confocal macroscopy | Jul 14, 2017 | Image Reconstruction | —Unverified | 0 |
