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Image Reconstruction

Papers

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Showing 1201–1250 of 2143 papers

TitleStatusHype
Semantic Feature Division Multiple Access for Multi-user Digital Interference Networks—0
Semantic Feature Division Multiple Access for Digital Semantic Broadcast Channels—0
Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection—0
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW—0
Semi-supervised Image Attribute Editing using Generative Adversarial Networks—0
Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation—0
SHaDe: Compact and Consistent Dynamic 3D Reconstruction via Tri-Plane Deformation and Latent Diffusion—0
Shape-Aware Masking for Inpainting in Medical Imaging—0
Shared Prior Learning of Energy-Based Models for Image Reconstruction—0
Shearlet-based compressed sensing for fast 3D cardiac MR imaging using iterative reweighting—0
Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication—0
Signal Reconstruction from Quantized Noisy Samples of the Discrete Fourier Transform—0
SIMBA: Scalable Inversion in Optical Tomography using Deep Denoising Priors—0
Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior—0
Single-image Full-body Human Relighting—0
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network—0
Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning—0
Single-pixel imaging with origami pattern construction—0
Single PW takes a shortcut to compound PW in US imaging—0
Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network—0
SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space—0
Sketched Equivariant Imaging Regularization and Deep Internal Learning for Inverse Problems—0
Slice-to-volume medical image registration: a survey—0
SNAKE-fMRI: A modular fMRI data simulator from the space-time domain to k-space and back—0
Snapshot multi-spectral imaging through defocusing and a Fourier imager network—0
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing—0
Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization—0
Solution existence, uniqueness, and stability of discrete basis sinograms in multispectral CT—0
SOPHY: Learning to Generate Simulation-Ready Objects with Physical Materials—0
Entropy-Based Doppler Centroid Estimation and Speckle Noise Reduction for Spaceborne SAR Imaging—0
Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging—0
Sparse2Inverse: Self-supervised inversion of sparse-view CT data—0
Sparse Measurement Medical CT Reconstruction using Multi-Fused Block Matching Denoising Priors—0
Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention—0
Sparse Recovery via Bootstrapping: Collaborative or Independent?—0
Sparse regularization with a non-convex penalty for SAR imaging and autofocusing—0
Sparse Signal Reconstruction for Overdispersed Low-photon Count Biomedical Imaging Using _p Total Variation—0
Sparse-view Cone Beam CT Reconstruction using Data-consistent Supervised and Adversarial Learning from Scarce Training Data—0
Sparse-view Signal-domain Photoacoustic Tomography Reconstruction Method Based on Neural Representation—0
Sparse-View Spectral CT Reconstruction Using Deep Learning—0
Sparse-View X-Ray CT Reconstruction Using _1 Prior with Learned Transform—0
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction—0
Spatially-Adaptive Reconstruction in Computed Tomography using Neural Networks—0
Spatially variant PSF modeling in confocal macroscopy—0
Spatially Varying Exposure with 2-by-2 Multiplexing: Optimality and Universality—0
Spatio-spectral Image Reconstruction Using Non-local Filtering—0
Spatiotemporal Image Reconstruction to Enable High-Frame Rate Dynamic Photoacoustic Tomography with Rotating-Gantry Volumetric Imagers—0
Spatiotemporal Imaging with Diffeomorphic Optimal Transportation—0
Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI—0
SPECT Imaging Reconstruction Method Based on Deep Convolutional Neural Network—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