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Image Reconstruction

Papers

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Showing 1601–1650 of 2143 papers

TitleStatusHype
Artificial Intelligence-Based Image Reconstruction in Cardiac Magnetic Resonance—0
Artificial Intelligence in PET: an Industry Perspective—0
A self-adapting super-resolution structures framework for automatic design of GAN—0
A self-supervised cyclic neural-analytic approach for novel view synthesis and 3D reconstruction—0
A Self-supervised Diffusion Bridge for MRI Reconstruction—0
A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition—0
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit—0
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit—0
A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography—0
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms—0
Association: Remind Your GAN not to Forget—0
A Survey of fMRI to Image Reconstruction—0
Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications—0
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference—0
A Tensor-Based Dictionary Learning Approach to Tomographic Image Reconstruction—0
A Theory of Topological Derivatives for Inverse Rendering of Geometry—0
ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing—0
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images—0
A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors—0
Audiovisual speaker conversion: jointly and simultaneously transforming facial expression and acoustic characteristics—0
Augmented Equivariant Attention Networks for Microscopy Image Reconstruction—0
A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution—0
Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network—0
Automatic Detection of Occulted Hard X-ray Flares Using Deep-Learning Methods—0
Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains—0
Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks—0
Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications—0
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points—0
A Variational Model for Joint Motion Estimation and Image Reconstruction—0
A very fast iterative algorithm for TV-regularized image reconstruction with applications to low-dose and few-view CT—0
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy—0
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy—0
BandRC: Band Shifted Raised Cosine Activated Implicit Neural Representations—0
BARET : Balanced Attention based Real image Editing driven by Target-text Inversion—0
Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network—0
Bat-G net: Bat-inspired High-Resolution 3D Image Reconstruction using Ultrasonic Echoes—0
Bayesian Conditioned Diffusion Models for Inverse Problems—0
Bayesian Imaging With Data-Driven Priors Encoded by Neural Networks: Theory, Methods, and Algorithms—0
Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI—0
Bayesian reconstruction of sparse raster-scanned mid-infrared optoacoustic signals enables fast, label-free chemical microscopy—0
BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization—0
Beltrami-Net: Domain Independent Deep D-bar Learning for Absolute Imaging with Electrical Impedance Tomography (a-EIT)—0
Benchmarking Burst Super-Resolution for Polarization Images: Noise Dataset and Analysis—0
Benchmarking learned algorithms for computed tomography image reconstruction tasks—0
Beta quantile regression for robust estimation of uncertainty in the presence of outliers—0
Beyond Principal Components: Deep Boltzmann Machines for Face Modeling—0
Bidirectional Variational Autoencoders—0
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models—0
Bilevel parameter learning for higher-order total variation regularisation models—0
Biomedical Image Reconstruction: A Survey—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