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Image Reconstruction

Papers

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Showing 1501–1550 of 2143 papers

TitleStatusHype
IdentityDP: Differential Private Identification Protection for Face Images—0
The Property of Frequency Shift in 2D-FRFT Domain with Application to Image Encryption—0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue—0
Center Smoothing: Certified Robustness for Networks with Structured OutputsCode0
A Sketching Framework for Reduced Data Transfer in Photon Counting LidarCode0
MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNN—0
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks—0
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit—0
Deep Event Stereo Leveraged by Event-to-Image Translation—0
Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator—0
CNN with large memory layers—0
Automatic Detection of Occulted Hard X-ray Flares Using Deep-Learning Methods—0
AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse DataCode0
Generalized Image Reconstruction over T-AlgebraCode0
Energy-based Dropout in Restricted Boltzmann Machines: Why not go random—0
GPU Acceleration for Synthetic Aperture Sonar Image Reconstruction—0
A Metaheuristic-Driven Approach to Fine-Tune Deep Boltzmann Machines—0
Reproducing Activation Function for Deep Learning—0
UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion—0
Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image Reconstruction—0
OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space—0
A new solution to the curved Ewald sphere problem for 3D image reconstruction in electron microscopyCode0
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann MachinesCode0
Sparse Recovery via Bootstrapping: Collaborative or Independent?—0
Empirical Studies on the Convergence of Feature Spaces in Deep Learning—0
Data augmentation for deep learning based accelerated MRI reconstruction—0
Private Image Reconstruction from System Side Channels Using Generative ModelsCode0
A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron MicroscopyCode0
Event Stream Super-Resolution via Spatiotemporal Constraint Learning—0
NeuSpike-Net: High Speed Video Reconstruction via Bio-Inspired Neuromorphic Cameras—0
Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX—0
Parallel-beam X-ray CT datasets of apples with internal defects and label balancing for machine learningCode0
Deep learning-based virtual refocusing of images using an engineered point-spread function—0
SAR Image Autofocusing using Wirtinger calculus and Cauchy regularization—0
Deep learning for fast MR imaging: a review for learning reconstruction from incomplete k-space data—0
Reconstructing unseen modalities and pathology with an efficient Recurrent Inference Machine—0
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces—0
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction—0
Color Image Restoration Exploiting Inter-channel Correlation with a 3-stage CNNCode0
Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization—0
A Jointed Feature Fusion Framework for Photoacoustic Reconstruction—0
An Improved Iterative Neural Network for High-Quality Image-Domain Material Decomposition in Dual-Energy CT—0
On hallucinations in tomographic image reconstructionCode0
Sparse-View Spectral CT Reconstruction Using Deep Learning—0
Model Adaptation for Inverse Problems in Imaging—0
Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network—0
Towards Fast and Light-Weight Restoration of Dark Images—0
Association: Remind Your GAN not to Forget—0
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image versus Data DomainCode0
Joint Reconstruction and Calibration using Regularization by Denoising—0
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All datasetsImageNetUltra-High Resolution Image Reconstruction BenchmarkEdge-to-HandbagsEdge-to-ShoesAudio SetImageNet 256x256Edge-to-ClothesSpike-X4K

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64—Unverified
2VQGAN-LC (16x16)FID2.62—Unverified
3MaskGIT-VQGAN (16x16)FID2.28—Unverified
4RQ-VAE (8x8x16)FID1.83—Unverified
5TiTok-S-128FID1.71—Unverified
6MaskBit (16x16)FID1.66—Unverified
7ViT-VQGAN (16x16)FID1.28—Unverified
8Open-Magvit2 (16x16)FID1.17—Unverified
9Mo-VQGAN (16x16x4)FID1.12—Unverified
10IBQ (16x16)FID1—Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85—Unverified
2VQGAN (16x16)rFID5.95—Unverified
3LlamaGen (16x16)rFID5.59—Unverified
4Open-Magvit2 (16x16)rFID4.18—Unverified
5MGVQ (16x16x4)rFID1.59—Unverified
6SD-VAE (16x16)rFID1.07—Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31—Unverified
2bFTFID74.9—Unverified
3Xian et al._FID60.85—Unverified
4PI-RECFID0.07—Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49—Unverified
2bFTFID121.2—Unverified
3Xian et al._FID44.76—Unverified
4PI-RECFID0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88—Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28—Unverified
2AugVAE-MLFID1.04—Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61—Unverified