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Image Reconstruction

Papers

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Showing 1401–1450 of 2143 papers

TitleStatusHype
Unsupervised Image Decomposition in Vector Layers—0
Vector Quantized Wasserstein Auto-Encoder—0
VectorTalker: SVG Talking Face Generation with Progressive Vectorisation—0
Vector-Valued Least-Squares Regression under Output Regularity Assumptions—0
Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection—0
Versatile Volumetric Medical Image Coding for Human-Machine Vision—0
Video Generation with Learned Action Prior—0
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation—0
Virtual Coil Augmentation Technology for MR Coil Extrapolation via Deep Learning—0
Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX—0
Vision-Enhanced Time Series Forecasting via Latent Diffusion Models—0
Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation—0
Vision Transformer-Based Time-Series Image Reconstruction for Cloud-Filling Applications—0
ViSIR: Vision Transformer Single Image Reconstruction Method for Earth System Models—0
Visual Image Reconstruction from Brain Activity via Latent Representation—0
Visual Lexicon: Rich Image Features in Language Space—0
Visual Privacy Auditing with Diffusion Models—0
Visual Quality Enhancement in Optoacoustic Tomography using Active Contour Segmentation Priors—0
ViTGuard: Attention-aware Detection against Adversarial Examples for Vision Transformer—0
VIVAT: Virtuous Improving VAE Training through Artifact Mitigation—0
VLBInet: Radio Interferometry Data Classification for EHT with Neural Networks—0
Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack—0
Wasserstein GANs for MR Imaging: from Paired to Unpaired Training—0
WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images—0
WAYLA - Generating Images from Eye Movements—0
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data—0
What Is the Space of Attenuation Coefficients in Underwater Computer Vision?—0
When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-view CT—0
When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method—0
When Wireless Communications Meet Computer Vision in Beyond 5G—0
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding—0
WSCLoc: Weakly-Supervised Sparse-View Camera Relocalization—0
XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI—0
X-GANs: Image Reconstruction Made Easy for Extreme Cases—0
X-Ray2EM: Uncertainty-Aware Cross-Modality Image Reconstruction from X-Ray to Electron Microscopy in Connectomics—0
XTransCT: Ultra-Fast Volumetric CT Reconstruction using Two Orthogonal X-Ray Projections for Image-guided Radiation Therapy via a Transformer Network—0
0.8% Nyquist computational ghost imaging via non-experimental deep learning—0
Zero-P-to-3: Zero-Shot Partial-View Images to 3D Object—0
Accurate and Fast reconstruction of Porous Media from Extremely Limited Information Using Conditional Generative Adversarial Network—0
Improving Discrete Latent Representations With Differentiable Approximation Bridges—0
Two-layer Residual Sparsifying Transform Learning for Image Reconstruction—0
A new nonlocal forward model for diffuse optical tomography—0
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data—0
Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image—0
Model-Based and Data-Driven Strategies in Medical Image Computing—0
1st Place Solutions for UG2+ Challenge 2022 ATMOSPHERIC TURBULENCE MITIGATION—0
200x Low-dose PET Reconstruction using Deep Learning—0
UlRe-NeRF: 3D Ultrasound Imaging through Neural Rendering with Ultrasound Reflection Direction Parameterization—0
3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks—0
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations—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