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Image Reconstruction

Papers

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Showing 1201–1250 of 2143 papers

TitleStatusHype
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
SpectralAR: Spectral Autoregressive Visual Generation—0
Spectrally Grouped Total Variation Reconstruction for Scatter Imaging Using ADMM—0
Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction—0
Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions—0
Empirically Accelerating Scaled Gradient Projection Using Deep Neural Network For Inverse Problems In Image Processing—0
Spherical Geometry Algorithm for Space-borne Synthetic Aperture Radar Imaging—0
Spiking sampling network for image sparse representation and dynamic vision sensor data compression—0
Spk2ImgNet: Learning To Reconstruct Dynamic Scene From Continuous Spike Stream—0
SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving—0
SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging—0
SS-CTML: Self-Supervised Cross-Task Mutual Learning for CT Image Reconstruction—0
SSFD: Self-Supervised Feature Distance as an MR Image Reconstruction Quality Metric—0
Stability of Image-Reconstruction Algorithms—0
Stability of Scattering Decoder For Nonlinear Diffractive Imaging—0
Stabilizing Deep Tomographic Reconstruction—0
Stable and robust sampling strategies for compressive imaging—0
Stable Deep MRI Reconstruction using Generative Priors—0
STAIC regularization for spatio-temporal image reconstruction—0
Statistical models and regularization strategies in statistical image reconstruction of low-dose X-ray CT: a survey—0
Stochastic Optimisation Framework using the Core Imaging Library and Synergistic Image Reconstruction Framework for PET Reconstruction—0
Stochastic Primal-Dual Deep Unrolling—0
Set Based Stochastic Subsampling—0
STPDnet: Spatial-temporal convolutional primal dual network for dynamic PET image reconstruction—0
Streaming quanta sensors for online, high-performance imaging and vision—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