| 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 |
| Low Dose CT Image Reconstruction With Learned Sparsifying Transform | Jul 10, 2017 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| What Is the Space of Attenuation Coefficients in Underwater Computer Vision? | Jul 1, 2017 | Image Reconstructionvalid | —Unverified | 0 |
| Phase-error estimation and image reconstruction from digital-holography data using a Bayesian framework | Jun 9, 2017 | Image Reconstruction | —Unverified | 0 |
| Image Restoration from Patch-based Compressed Sensing Measurement | Jun 2, 2017 | compressed sensingCompressive Sensing | —Unverified | 0 |
| PCM-TV-TFV: A Novel Two Stage Framework for Image Reconstruction from Fourier Data | May 29, 2017 | Image Reconstruction | —Unverified | 0 |
| PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations | May 27, 2017 | Image ReconstructionPosition | —Unverified | 0 |
| Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium | May 24, 2017 | DenoisingImage Reconstruction | —Unverified | 0 |
| Deep De-Aliasing for Fast Compressive Sensing MRI | May 19, 2017 | Compressive SensingDe-aliasing | —Unverified | 0 |
| ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI | May 19, 2017 | Compressive SensingDeep Learning | —Unverified | 0 |
| Convolutional Sparse Representations with Gradient Penalties | May 12, 2017 | FormImage Reconstruction | —Unverified | 0 |
| Phase recovery and holographic image reconstruction using deep learning in neural networks | May 10, 2017 | Image Reconstruction | —Unverified | 0 |
| SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering | May 5, 2017 | Image Reconstruction | —Unverified | 0 |
| Super-Resolution of Wavelet-Encoded Images | May 3, 2017 | Image ReconstructionSuper-Resolution | —Unverified | 0 |
| Shearlet-based compressed sensing for fast 3D cardiac MR imaging using iterative reweighting | May 1, 2017 | Anatomycompressed sensing | —Unverified | 0 |
| Image reconstruction by domain transform manifold learning | Apr 28, 2017 | AstronomyImage Reconstruction | CodeCode Available | 0 |
| Sharing deep generative representation for perceived image reconstruction from human brain activity | Apr 25, 2017 | Bayesian InferenceImage Reconstruction | CodeCode Available | 0 |
| Fast PET reconstruction using Multi-scale Fully Convolutional Neural Networks | Apr 24, 2017 | Computational EfficiencyImage Reconstruction | —Unverified | 0 |
| CT Image Reconstruction in a Low Dimensional Manifold | Apr 16, 2017 | Image Reconstruction | —Unverified | 0 |
| Deep Learning for Photoacoustic Tomography from Sparse Data | Apr 15, 2017 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Reconstruction of three-dimensional porous media using generative adversarial neural networks | Apr 11, 2017 | Computational EfficiencyImage Reconstruction | CodeCode Available | 0 |
| A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition | Apr 10, 2017 | Image Reconstruction | —Unverified | 0 |
| A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction | Apr 8, 2017 | compressed sensingDictionary Learning | CodeCode Available | 0 |
| Learning a Variational Network for Reconstruction of Accelerated MRI Data | Apr 3, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Randomness in Deconvolutional Networks for Visual Representation | Apr 2, 2017 | General ClassificationImage Reconstruction | —Unverified | 0 |
| Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach | Mar 31, 2017 | Image Reconstruction | —Unverified | 0 |
| PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction | Mar 27, 2017 | ClusteringComputed Tomography (CT) | CodeCode Available | 0 |
| Multi-frequency image reconstruction for radio-interferometry with self-tuned regularization parameters | Mar 10, 2017 | Image ReconstructionRadio Interferometry | —Unverified | 0 |
| A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction | Mar 1, 2017 | compressed sensingDictionary Learning | CodeCode Available | 0 |
| Variational Inference using Implicit Distributions | Feb 27, 2017 | DenoisingDensity Ratio Estimation | —Unverified | 0 |
| Structured signal recovery from quadratic measurements: Breaking sample complexity barriers via nonconvex optimization | Feb 20, 2017 | Image Reconstruction | —Unverified | 0 |
| DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing | Feb 19, 2017 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| Manifold Based Low-rank Regularization for Image Restoration and Semi-supervised Learning | Feb 9, 2017 | Image InpaintingImage Reconstruction | —Unverified | 0 |
| Guided Optical Flow Learning | Feb 8, 2017 | Image ReconstructionOptical Flow Estimation | —Unverified | 0 |
| Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix | Feb 7, 2017 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Slice-to-volume medical image registration: a survey | Feb 6, 2017 | Image ReconstructionImage Registration | —Unverified | 0 |
| Dirty Pixels: Towards End-to-End Image Processing and Perception | Jan 23, 2017 | Autonomous DrivingDeblurring | CodeCode Available | 0 |
| Block-wise Lensless Compressive Camera | Jan 19, 2017 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Efficient Image Set Classification using Linear Regression based Image Reconstruction | Jan 10, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Astronomical image reconstruction with convolutional neural networks | Dec 14, 2016 | AstronomyImage Reconstruction | CodeCode Available | 0 |
| Compressive Image Recovery Using Recurrent Generative Model | Dec 13, 2016 | Image Reconstructionmodel | —Unverified | 0 |
| Deep ADMM-Net for Compressive Sensing MRI | Dec 1, 2016 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections | Nov 28, 2016 | DenoisingGeneral Classification | CodeCode Available | 0 |
| Generalized Fourier-Bessel operator and almost-periodic interpolation and approximation | Nov 23, 2016 | 2kImage Reconstruction | —Unverified | 0 |
| 3D Image Reconstruction from X-Ray Measurements with Overlap | Nov 22, 2016 | Image ReconstructionVocal Bursts Type Prediction | —Unverified | 0 |
| Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis | Nov 19, 2016 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI | Nov 15, 2016 | DenoisingImage Reconstruction | —Unverified | 0 |
| Can fully convolutional networks perform well for general image restoration problems? | Nov 14, 2016 | DenoisingImage Denoising | —Unverified | 0 |
