| Fisheye Distortion Rectification from Deep Straight Lines | Mar 25, 2020 | SSIM | —Unverified | 0 |
| Across-scale Process Similarity based Interpolation for Image Super-Resolution | Mar 20, 2020 | CPUImage Super-Resolution | —Unverified | 0 |
| Inducing Optimal Attribute Representations for Conditional GANs | Mar 13, 2020 | AttributeMulti-Task Learning | —Unverified | 0 |
| The Impact of Hole Geometry on Relative Robustness of In-Painting Networks: An Empirical Study | Mar 4, 2020 | SSIM | —Unverified | 0 |
| Residual learning based densely connected deep dilated network for joint deblocking and super resolution | Mar 2, 2020 | BlockingJPEG Artifact Removal | —Unverified | 0 |
| Improved Image Coding Autoencoder With Deep Learning | Feb 28, 2020 | Deep LearningGPU | —Unverified | 0 |
| Generalized Octave Convolutions for Learned Multi-Frequency Image Compression | Feb 24, 2020 | DenoisingImage Compression | CodeCode Available | 0 |
| SD-GAN: Structural and Denoising GAN reveals facial parts under occlusion | Feb 19, 2020 | DenoisingFace Recognition | —Unverified | 0 |
| Saliency Driven Perceptual Image Compression | Feb 12, 2020 | Image CompressionMS-SSIM | —Unverified | 0 |
| Bone Suppression on Chest Radiographs With Adversarial Learning | Feb 8, 2020 | Image-to-Image TranslationSSIM | —Unverified | 0 |
| Optimization of Structural Similarity in Mathematical Imaging | Feb 7, 2020 | SSIM | —Unverified | 0 |
| Practical Fast Gradient Sign Attack against Mammographic Image Classifier | Jan 27, 2020 | Adversarial AttackMalware Detection | —Unverified | 0 |
| Addressing The False Negative Problem of MRI Reconstruction Networks by Adversarial Attacks and Robust Training | Jan 25, 2020 | DiagnosticMRI Reconstruction | —Unverified | 0 |
| Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features | Jan 22, 2020 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance | Jan 20, 2020 | DenoisingSSIM | CodeCode Available | 0 |
| An Accurate Texture Complexity Estimation for Quality-Enhanced and Secure Image Steganography | Jan 20, 2020 | Image SegmentationImage Steganography | —Unverified | 0 |
| A GAN-based Tunable Image Compression System | Jan 18, 2020 | Generative Adversarial NetworkImage Compression | —Unverified | 0 |
| Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting | Jan 11, 2020 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| An Emerging Coding Paradigm VCM: A Scalable Coding Approach Beyond Feature and Signal | Jan 9, 2020 | Action RecognitionFeature Compression | —Unverified | 0 |
| Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning | Jan 8, 2020 | Deep LearningDenoising | —Unverified | 0 |
| Do As I Do: Transferring Human Motion and Appearance between Monocular Videos with Spatial and Temporal Constraints | Jan 8, 2020 | Image-to-Image TranslationMotion Estimation | —Unverified | 0 |
| An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization | Dec 30, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Machine Learning based Post Processing Artifact Reduction in HEVC Intra Coding | Dec 30, 2019 | BIG-bench Machine LearningBlocking | —Unverified | 0 |
| Joint Face Super-Resolution and Deblurring Using a Generative Adversarial Network | Dec 22, 2019 | 3D Face ReconstructionDeblurring | —Unverified | 0 |
| Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks | Dec 19, 2019 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| An Application of Generative Adversarial Networks for Super Resolution Medical Imaging | Dec 19, 2019 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction | Dec 19, 2019 | Image ReconstructionSSIM | —Unverified | 0 |
| Multi-focus Image Fusion Based on Similarity Characteristics | Dec 17, 2019 | ClusteringImage Segmentation | —Unverified | 0 |
| Adaptive Densely Connected Super-Resolution Reconstruction | Dec 17, 2019 | Image Super-ResolutionSSIM | CodeCode Available | 0 |
| Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction | Dec 11, 2019 | Image ReconstructionSensitivity | CodeCode Available | 0 |
| View-invariant Deep Architecture for Human Action Recognition using late fusion | Dec 8, 2019 | Action RecognitionSSIM | —Unverified | 0 |
| Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks | Dec 6, 2019 | AnatomyImage Registration | CodeCode Available | 0 |
| Dual Reconstruction with Densely Connected Residual Network for Single Image Super-Resolution | Nov 20, 2019 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| 3D Conditional Generative Adversarial Networks to enable large-scale seismic image enhancement | Nov 16, 2019 | DenoisingImage Enhancement | —Unverified | 0 |
| Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization | Nov 8, 2019 | DemosaickingGenerative Adversarial Network | —Unverified | 0 |
| Quality Aware Generative Adversarial Networks | Nov 8, 2019 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 0 |
| Perception-oriented Single Image Super-Resolution via Dual Relativistic Average Generative Adversarial Networks | Nov 8, 2019 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Image Inpainting by Adaptive Fusion of Variable Spline Interpolations | Nov 3, 2019 | Image EnhancementImage Inpainting | —Unverified | 0 |
| Variance and Error in One-Step Phase-Retrieval | Oct 31, 2019 | RetrievalSSIM | —Unverified | 0 |
| Correlation Maximized Structural Similarity Loss for Semantic Segmentation | Oct 19, 2019 | Generative Adversarial NetworkImage Quality Assessment | —Unverified | 0 |
| Introducing Hann windows for reducing edge-effects in patch-based image segmentation | Oct 17, 2019 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Multi-scale and Context-adaptive Entropy Model for Image Compression | Oct 17, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| Light Field Synthesis by Training Deep Network in the Refocused Image Domain | Oct 14, 2019 | SSIM | —Unverified | 0 |
| Neural Image Compression via Non-Local Attention Optimization and Improved Context Modeling | Oct 11, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| BitNet: Learning-Based Bit-Depth Expansion | Oct 10, 2019 | DecoderSSIM | CodeCode Available | 0 |
| A cascaded dual-domain deep learning reconstruction method for sparsely spaced multidetector helical CT | Oct 9, 2019 | SSIM | —Unverified | 0 |
| Observer Dependent Lossy Image Compression | Oct 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Image Super-Resolution Improved by Edge Information | Oct 6, 2019 | Image Super-ResolutionMS-SSIM | CodeCode Available | 0 |
| Deep 3D Pan via adaptive "t-shaped" convolutions with global and local adaptive dilations | Oct 2, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| ERL-Net: Entangled Representation Learning for Single Image De-Raining | Oct 1, 2019 | DecoderImage Restoration | —Unverified | 0 |