| Reconstruction of compressed spectral imaging based on global structure and spectral correlation | Oct 27, 2022 | SSIM | —Unverified | 0 |
| Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging | Oct 26, 2022 | Exposure CorrectionImage Enhancement | —Unverified | 0 |
| Depth Monocular Estimation with Attention-based Encoder-Decoder Network from Single Image | Oct 24, 2022 | Autonomous DrivingDecoder | —Unverified | 0 |
| Removing Radio Frequency Interference from Auroral Kilometric Radiation with Stacked Autoencoders | Oct 24, 2022 | AstronomyDenoising | CodeCode Available | 0 |
| Task-Based Assessment for Neural Networks: Evaluating Undersampled MRI Reconstructions based on Human Observer Signal Detection | Oct 21, 2022 | Image Quality AssessmentSSIM | CodeCode Available | 0 |
| Motion correction in MRI using deep learning and a novel hybrid loss function | Oct 19, 2022 | SSIM | CodeCode Available | 0 |
| Nighttime Dehaze-Enhancement | Oct 18, 2022 | Autonomous NavigationSSIM | —Unverified | 0 |
| Perceptual Multi-Exposure Fusion | Oct 18, 2022 | Image EnhancementMulti-Exposure Image Fusion | CodeCode Available | 1 |
| Hierarchical and Progressive Image Matting | Oct 13, 2022 | Image MattingSSIM | —Unverified | 0 |
| A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis | Oct 9, 2022 | DiversityImage Generation | —Unverified | 0 |
| Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures | Oct 4, 2022 | DisentanglementPose Transfer | CodeCode Available | 0 |
| Cyclegan Network for Sheet Metal Welding Drawing Translation | Sep 28, 2022 | Machine TranslationSSIM | —Unverified | 0 |
| Image Compressed Sensing with Multi-scale Dilated Convolutional Neural Network | Sep 28, 2022 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 |
| 360FusionNeRF: Panoramic Neural Radiance Fields with Joint Guidance | Sep 28, 2022 | NeRFSSIM | CodeCode Available | 1 |
| Analog Image Denoising with an Adaptive Memristive Crossbar Network | Sep 25, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| Face Super-Resolution Using Stochastic Differential Equations | Sep 24, 2022 | Face RecognitionGraph Generation | CodeCode Available | 1 |
| Vector Quantized Semantic Communication System | Sep 23, 2022 | MS-SSIMQuantization | —Unverified | 0 |
| Synthesis of realistic fetal MRI with conditional Generative Adversarial Networks | Sep 20, 2022 | SSIMSuper-Resolution | —Unverified | 0 |
| MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report | Sep 15, 2022 | Sensor FusionSSIM | —Unverified | 0 |
| MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report | Sep 15, 2022 | SSIM | —Unverified | 0 |
| MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report | Sep 15, 2022 | SSIM | —Unverified | 0 |
| Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation | Sep 13, 2022 | Deep LearningImage Generation | —Unverified | 0 |
| Dual-Scale Single Image Dehazing Via Neural Augmentation | Sep 13, 2022 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Retinal Image Restoration and Vessel Segmentation using Modified Cycle-CBAM and CBAM-UNet | Sep 9, 2022 | Generative Adversarial NetworkImage Restoration | CodeCode Available | 1 |
| Talking Head from Speech Audio using a Pre-trained Image Generator | Sep 9, 2022 | SSIM | —Unverified | 0 |
| Magnitude-image based data-consistent deep learning method for MRI super resolution | Sep 7, 2022 | Deep LearningSSIM | —Unverified | 0 |
| Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation | Sep 7, 2022 | GPUImage Compression | —Unverified | 0 |
| SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis | Sep 2, 2022 | Image GenerationInstance Segmentation | —Unverified | 0 |
| Deep Autoencoders for Anomaly Detection in Textured Images using CW-SSIM | Aug 30, 2022 | Anomaly DetectionSSIM | CodeCode Available | 0 |
| Joint Learning Content and Degradation Aware Feature for Blind Super-Resolution | Aug 29, 2022 | Blind Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Evaluating the Quality and Diversity of DCGAN-based Generatively Synthesized Diabetic Retinopathy Imagery | Aug 10, 2022 | DiagnosticDiversity | —Unverified | 0 |
| NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data | Aug 8, 2022 | Decision MakingImage Reconstruction | CodeCode Available | 0 |
| Scalable Video Coding for Humans and Machines | Aug 4, 2022 | MS-SSIMObject | —Unverified | 0 |
| Robust Quantitative Susceptibility Mapping via Approximate Message Passing with Parameter Estimation | Jul 29, 2022 | parameter estimationSSIM | CodeCode Available | 0 |
| Encoder-Decoder Architecture for 3D Seismic Inversion | Jul 29, 2022 | DecoderSeismic Inversion | —Unverified | 0 |
| Evaluating the Practicality of Learned Image Compression | Jul 29, 2022 | CPUGPU | —Unverified | 0 |
| Real Image Restoration via Structure-preserving Complementarity Attention | Jul 28, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| Is Attention All That NeRF Needs? | Jul 27, 2022 | AllGeneralizable Novel View Synthesis | CodeCode Available | 2 |
| Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution | Jul 25, 2022 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Accelerated and Quantitative 3D Semisolid MT/CEST Imaging using a Generative Adversarial Network (GAN-CEST) | Jul 22, 2022 | Generative Adversarial NetworkMagnetic Resonance Fingerprinting | —Unverified | 0 |
| Evaluating the Stability of Deep Image Quality Assessment With Respect to Image Scaling | Jul 20, 2022 | Image Quality AssessmentSSIM | —Unverified | 0 |
| Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model | Jul 20, 2022 | Image RestorationSSIM | CodeCode Available | 1 |
| KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image | Jul 19, 2022 | Instance Segmentationobject-detection | —Unverified | 0 |
| Single MR Image Super-Resolution using Generative Adversarial Network | Jul 16, 2022 | Brain Tumor SegmentationGenerative Adversarial Network | CodeCode Available | 1 |
| Eliminating Gradient Conflict in Reference-based Line-Art Colorization | Jul 13, 2022 | ColorizationLine Art Colorization | CodeCode Available | 1 |
| MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing | Jul 12, 2022 | Image RestorationSingle Image Desnowing | —Unverified | 0 |
| A Densely Interconnected Network for Deep Learning Accelerated MRI | Jul 5, 2022 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction | Jul 5, 2022 | MRI ReconstructionSSIM | —Unverified | 0 |
| Bilateral Network with Channel Splitting Network and Transformer for Thermal Image Super-Resolution | Jun 24, 2022 | Image Super-ResolutionSSIM | —Unverified | 0 |
| Universal Learned Image Compression With Low Computational Cost | Jun 23, 2022 | DecoderImage Compression | —Unverified | 0 |