| An Accurate Texture Complexity Estimation for Quality-Enhanced and Secure Image Steganography | Jan 20, 2020 | Image SegmentationImage Steganography | —Unverified | 0 |
| CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance | Jan 20, 2020 | DenoisingSSIM | CodeCode Available | 0 |
| A deep network for sinogram and CT image reconstruction | Jan 20, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| 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 |
| 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 |
| Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning | Jan 8, 2020 | Deep LearningDenoising | —Unverified | 0 |
| Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules | Jan 6, 2020 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| Machine Learning based Post Processing Artifact Reduction in HEVC Intra Coding | Dec 30, 2019 | BIG-bench Machine LearningBlocking | —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 |
| Joint Face Super-Resolution and Deblurring Using a Generative Adversarial Network | Dec 22, 2019 | 3D Face ReconstructionDeblurring | —Unverified | 0 |
| An Application of Generative Adversarial Networks for Super Resolution Medical Imaging | Dec 19, 2019 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks | 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 |
| Spatial-Angular Interaction for Light Field Image Super-Resolution | Dec 17, 2019 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks | Dec 14, 2019 | Cloud RemovalEarth Observation | CodeCode Available | 1 |
| 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 |
| Perception-oriented Single Image Super-Resolution via Dual Relativistic Average Generative Adversarial Networks | Nov 8, 2019 | Image Super-ResolutionSSIM | —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 |
| 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 |
| Multi-scale and Context-adaptive Entropy Model for Image Compression | Oct 17, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| Introducing Hann windows for reducing edge-effects in patch-based image segmentation | Oct 17, 2019 | Image SegmentationSemantic Segmentation | —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 |
| Deep Tensor ADMM-Net for Snapshot Compressive Imaging | Oct 1, 2019 | DecoderSSIM | —Unverified | 0 |
| DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks | Oct 1, 2019 | 3D geometryLocal Distortion | CodeCode Available | 0 |
| ERL-Net: Entangled Representation Learning for Single Image De-Raining | Oct 1, 2019 | DecoderImage Restoration | —Unverified | 0 |
| Improvement of Multiparametric MR Image Segmentation by Augmenting the Data with Generative Adversarial Networks for Glioma Patients | Oct 1, 2019 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Closed loop deep Bayesian inversion: Uncertainty driven acquisition for fast MRI | Sep 25, 2019 | SSIM | —Unverified | 0 |
| Data Augmentation in Training CNNs: Injecting Noise to Images | Sep 25, 2019 | Data Augmentationimage-classification | —Unverified | 0 |
| Enhancing Traffic Scene Predictions with Generative Adversarial Networks | Sep 24, 2019 | DeblurringImage Super-Resolution | —Unverified | 0 |
| Image Segmentation using Multi-Threshold technique by Histogram Sampling | Sep 11, 2019 | CPUImage Segmentation | —Unverified | 0 |
| DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones | Sep 9, 2019 | General ClassificationImage Classification | —Unverified | 0 |
| VStegNET: Video Steganography Networkusing Spatio-Temporal features andMicro-Bottleneck | Sep 1, 2019 | Image SteganographySSIM | CodeCode Available | 0 |
| Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval | Aug 30, 2019 | AnatomyDiversity | —Unverified | 0 |