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Image Reconstruction

Papers

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Showing 1251–1300 of 2143 papers

TitleStatusHype
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
Stroke-based Cyclic Amplifier: Image Super-Resolution at Arbitrary Ultra-Large Scales—0
Structurally Adaptive Multi-Derivative Regularization for Image Recovery from Sparse Fourier Samples—0
Structure-Aware Correspondence Learning for Relative Pose Estimation—0
Structure-aware Image Inpainting with Two Parallel Streams—0
Structured signal recovery from quadratic measurements: Breaking sample complexity barriers via nonconvex optimization—0
Study of the gOMP Algorithm for Recovery of Compressed Sensed Hyperspectral Images—0
StyleGAN-induced data-driven regularization for inverse problems—0
SUD^2: Supervision by Denoising Diffusion Models for Image Reconstruction—0
Supervision by Denoising for Medical Image Segmentation—0
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting—0
SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction—0
Super-Resolution Analysis via Machine Learning: A Survey for Fluid Flows—0
Super-Resolution Image Reconstruction Based on Self-Calibrated Convolutional GAN—0
Super-Resolution of Wavelet-Encoded Images—0
Super-resolution Reconstruction of Single Image for Latent features—0
Super-resolved multi-temporal segmentation with deep permutation-invariant networks—0
Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images—0
Super-temporal-resolution Photoacoustic Imaging with Dynamic Reconstruction through Implicit Neural Representation in Sparse-view—0
Supervised Convolutional Sparse Coding—0
Supervised learning of analysis-sparsity priors with automatic differentiation—0
Supervised Learning of Sparsity-Promoting Regularizers for Denoising—0
Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks—0
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction—0
SweetTokenizer: Semantic-Aware Spatial-Temporal Tokenizer for Compact Visual Discretization—0
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion—0
Switchable deep beamformer for high-quality and real-time passive acoustic mapping—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