| Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system | Feb 11, 2022 | Anomaly DetectionMeta-Learning | —Unverified | 0 |
| DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI | Feb 10, 2022 | SSIMSuper-Resolution | CodeCode Available | 0 |
| A GAN-based Denoising Method for Chinese Stele and Rubbing Calligraphic Image | Feb 9, 2022 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 |
| MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch Synthesis | Feb 8, 2022 | DiversityFace Sketch Synthesis | —Unverified | 0 |
| DSSIM: a structural similarity index for floating-point data | Feb 5, 2022 | Data VisualizationImage Quality Assessment | —Unverified | 0 |
| Gradient Variance Loss for Structure-Enhanced Image Super-Resolution | Feb 2, 2022 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| ADC-Net: An Open-Source Deep Learning Network for Automated Dispersion Compensation in Optical Coherence Tomography | Jan 29, 2022 | DecoderMS-SSIM | CodeCode Available | 1 |
| Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder | Jan 27, 2022 | DecoderImage Compression | —Unverified | 0 |
| Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution | Jan 26, 2022 | Image Super-ResolutionSSIM | CodeCode Available | 0 |
| Real-time automatic polyp detection in colonoscopy using feature enhancement module and spatiotemporal similarity correlation unit | Jan 25, 2022 | SensitivitySpecificity | —Unverified | 0 |
| Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography | Jan 25, 2022 | DenoisingSSIM | CodeCode Available | 1 |
| MoViDNN: A Mobile Platform for Evaluating Video Quality Enhancement with Deep Neural Networks | Jan 12, 2022 | DenoisingSSIM | CodeCode Available | 0 |
| Generative Adversarial Network for Text-to-Face Synthesis and Manipulation with Pretrained BERT Model | Jan 12, 2022 | AttributeFace Generation | —Unverified | 0 |
| Image quality measurements and denoising using Fourier Ring Correlations | Jan 11, 2022 | DenoisingSSIM | CodeCode Available | 0 |
| Signal Reconstruction from Quantized Noisy Samples of the Discrete Fourier Transform | Jan 9, 2022 | Image ReconstructionMS-SSIM | —Unverified | 0 |
| Learning True Rate-Distortion-Optimization for End-To-End Image Compression | Jan 5, 2022 | Image CompressionMS-SSIM | —Unverified | 0 |
| DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression | Jan 4, 2022 | DecoderImage Compression | —Unverified | 0 |
| FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment | Jan 3, 2022 | Deep LearningFace Image Quality | CodeCode Available | 0 |
| Texture-Based Error Analysis for Image Super-Resolution | Jan 1, 2022 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction | Dec 26, 2021 | CT ReconstructionMRI Reconstruction | CodeCode Available | 0 |
| A New Image Codec Paradigm for Human and Machine Uses | Dec 19, 2021 | Decision MakingImage Compression | —Unverified | 0 |
| Face Deblurring Based on Separable Normalization and Adaptive Denormalization | Dec 18, 2021 | DeblurringFace Parsing | —Unverified | 0 |
| End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression | Dec 17, 2021 | Motion EstimationMS-SSIM | CodeCode Available | 1 |
| Improving neural implicit surfaces geometry with patch warping | Dec 17, 2021 | 3D ReconstructionMulti-View 3D Reconstruction | CodeCode Available | 1 |