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Image Reconstruction

Papers

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Showing 1701–1750 of 2143 papers

TitleStatusHype
Compressed Sensing, ASBSR-method of image sampling and reconstruction and the problem of digital image acquisition with the lowest possible sampling rate—0
Compressed sensing for longitudinal MRI: An adaptive-weighted approach—0
Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network—0
Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction—0
Compressed Sensing SAR Imaging with Multilook Processing—0
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction—0
Compressing deep quaternion neural networks with targeted regularization—0
Compression, Restoration, Re-sampling, Compressive Sensing: Fast Transforms in Digital Imaging—0
Compressive Image Recovery Using Recurrent Generative Model—0
Compressive radio-interferometric sensing with random beamforming as rank-one signal covariance projections—0
Compressive Recovery of Signals Defined on Perturbed Graphs—0
Computational distributed fiber-optic sensing—0
Computational ghost imaging using a field-programmable gate array—0
Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery—0
Computational Image Formation: Simulators in the Deep Learning Era—0
Computational Imaging for VLBI Image Reconstruction—0
Computational Imaging Through Atmospheric Turbulence—0
Computational imaging with the human brain—0
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction—0
Computed tomography using meta-optics—0
Computing support for advanced medical data analysis and imaging—0
MRI Reconstruction with Side Information using Diffusion Models—0
Conditional Variational Autoencoder for Learned Image Reconstruction—0
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction—0
Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution—0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging—0
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network—0
Controlling Neural Networks via Energy Dissipation—0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation—0
Convergent ADMM Plug and Play PET Image Reconstruction—0
Convergent regularization in inverse problems and linear plug-and-play denoisers—0
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction—0
Convolutional Sparse Coding for Image Super-Resolution—0
Convolutional Sparse Representations with Gradient Penalties—0
Convolutional variational autoencoders for secure lossy image compression in remote sensing—0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion—0
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography—0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction—0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction—0
Cross-IQA: Unsupervised Learning for Image Quality Assessment—0
CSI2Image: Image Reconstruction from Channel State Information Using Generative Adversarial Networks—0
CSTNet: A Dual-Branch Convolutional Network for Imaging of Reactive Flows using Chemical Species Tomography—0
CT Image Reconstruction in a Low Dimensional Manifold—0
CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction—0
Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT—0
Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data—0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining—0
DAM-GAN : Image Inpainting using Dynamic Attention Map based on Fake Texture Detection—0
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography—0
Is Differentiable Architecture Search truly a One-Shot Method?—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