| X-Ray Image Compression Using Convolutional Recurrent Neural Networks | Apr 28, 2019 | Image CompressionRetrieval | —Unverified | 0 |
| Multiple Linear Regression Haze-removal Model Based on Dark Channel Prior | Apr 25, 2019 | regressionSSIM | —Unverified | 0 |
| Minimizing Perceived Image Quality Loss Through Adversarial Attack Scoping | Apr 23, 2019 | Adversarial AttackAutonomous Vehicles | —Unverified | 0 |
| Non-local Attention Optimized Deep Image Compression | Apr 22, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| Deep Predictive Video Compression with Bi-directional Prediction | Apr 5, 2019 | DecoderImage Compression | —Unverified | 0 |
| SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data | Apr 3, 2019 | ImputationSmall Data Image Classification | CodeCode Available | 0 |
| CFSNet: Toward a Controllable Feature Space for Image Restoration | Apr 1, 2019 | Image RestorationImage Super-Resolution | CodeCode Available | 0 |
| W-Net: Reinforced U-Net for Density Map Estimation | Mar 27, 2019 | Crowd CountingDecoder | —Unverified | 0 |
| A lightweight convolutional neural network for image denoising with fine details preservation capability | Mar 22, 2019 | DenoisingImage Denoising | —Unverified | 0 |
| Deep Residual Autoencoder for quality independent JPEG restoration | Mar 14, 2019 | SSIM | —Unverified | 0 |
| Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks | Mar 11, 2019 | DecoderImage Segmentation | —Unverified | 0 |
| Multi-scale convolutional neural network for multi-focus image fusion | Mar 5, 2019 | Multi Focus Image FusionSSIM | —Unverified | 0 |
| Deep Inverse Tone Mapping Using LDR Based Learning for Estimating HDR Images with Absolute Luminance | Feb 28, 2019 | inverse tone mappingInverse-Tone-Mapping | —Unverified | 0 |
| Gated Context Model with Embedded Priors for Deep Image Compression | Feb 27, 2019 | DecoderImage Compression | —Unverified | 0 |
| Neural Video Compression using Spatio-Temporal Priors | Feb 21, 2019 | MS-SSIMOptical Flow Estimation | —Unverified | 0 |
| Quantifying Perceptual Distortion of Adversarial Examples | Feb 21, 2019 | SSIM | —Unverified | 0 |
| An Autoencoder-based Learned Image Compressor: Description of Challenge Proposal by NCTU | Feb 20, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| SHEAR-net: An End-to-End Deep Learning Approach for Single Push Ultrasound Shear Wave Elasticity Imaging | Feb 13, 2019 | Lesion SegmentationMulti-Task Learning | —Unverified | 0 |
| GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation | Feb 12, 2019 | Autonomous DrivingDecoder | —Unverified | 0 |
| Sinogram interpolation for sparse-view micro-CT with deep learning neural network | Feb 9, 2019 | Computed Tomography (CT)SSIM | —Unverified | 0 |
| Progressive Image Deraining Networks: A Better and Simpler Baseline | Jan 26, 2019 | Image Super-ResolutionRain Removal | CodeCode Available | 0 |
| Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff | Jan 23, 2019 | SSIM | —Unverified | 0 |
| CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive Autoencoders | Jan 22, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Learning a Deep Convolution Network with Turing Test Adversaries for Microscopy Image Super Resolution | Jan 18, 2019 | Image Super-ResolutionSSIM | —Unverified | 0 |
| CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation | Jan 11, 2019 | Image GenerationSSIM | CodeCode Available | 0 |
| Performance Analysis and Dynamic Evolution of Deep Convolutional Neural Network for Nonlinear Inverse Scattering | Jan 9, 2019 | SSIM | —Unverified | 0 |
| Morphological Networks for Image De-raining | Jan 8, 2019 | SSIM | CodeCode Available | 0 |
| SREdgeNet: Edge Enhanced Single Image Super Resolution using Dense Edge Detection Network and Feature Merge Network | Dec 18, 2018 | Edge DetectionImage Super-Resolution | —Unverified | 0 |
| Efficient Super Resolution For Large-Scale Images Using Attentional GAN | Dec 12, 2018 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| Adversarial Learning of Semantic Relevance in Text to Image Synthesis | Dec 12, 2018 | DiversityImage Generation | —Unverified | 0 |
| Light Propagation Prediction through Multimode Optical Fibers with a Deep Neural Network | Dec 6, 2018 | SSIM | —Unverified | 0 |
| Neural Image Decompression: Learning to Render Better Image Previews | Dec 6, 2018 | DecoderSSIM | —Unverified | 0 |
| Why Are Deep Representations Good Perceptual Quality Features? | Dec 2, 2018 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Deep RNN Framework for Visual Sequential Applications | Nov 25, 2018 | Future predictionSSIM | CodeCode Available | 0 |
| Image Quality Assessment and Color Difference | Nov 22, 2018 | Image Quality AssessmentMS-SSIM | CodeCode Available | 0 |
| A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality Assessment | Nov 21, 2018 | Image Quality AssessmentSSIM | CodeCode Available | 0 |
| Effectiveness of 3VQM in Capturing Depth Inconsistencies | Nov 21, 2018 | SSIM | —Unverified | 0 |
| Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network | Nov 1, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| Bi-GANs-ST for Perceptual Image Super-resolution | Nov 1, 2018 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Towards improved lossy image compression: Human image reconstruction with public-domain images | Oct 25, 2018 | Image CompressionImage Reconstruction | —Unverified | 0 |
| Joint bi-modal image reconstruction of DOT and XCT with an extended Mumford-Shah functional | Oct 15, 2018 | Image ReconstructionSSIM | —Unverified | 0 |
| Does Haze Removal Help CNN-based Image Classification? | Oct 12, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| VarNet: Exploring Variations for Unsupervised Video Prediction | Oct 1, 2018 | PredictionSSIM | CodeCode Available | 0 |
| Deep Residual Network for Off-Resonance Artifact Correction with Application to Pediatric Body Magnetic Resonance Angiography with 3D Cones | Sep 28, 2018 | SSIM | —Unverified | 0 |
| A Simple Framework to Leverage State-Of-The-Art Single-Image Super-Resolution Methods to Restore Light Fields | Sep 27, 2018 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Representing Images in 200 Bytes: Compression via Triangulation | Sep 7, 2018 | Image CompressionSSIM | —Unverified | 0 |
| SDC-Net: Video prediction using spatially-displaced convolution | Sep 1, 2018 | Optical Flow EstimationPrediction | CodeCode Available | 0 |
| MSCE: An edge preserving robust loss function for improving super-resolution algorithms | Aug 25, 2018 | Deep LearningSSIM | —Unverified | 0 |
| U-Finger: Multi-Scale Dilated Convolutional Network for Fingerprint Image Denoising and Inpainting | Jul 29, 2018 | DenoisingImage Denoising | CodeCode Available | 0 |
| MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification | Jul 26, 2018 | General ClassificationSSIM | —Unverified | 0 |