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Image Reconstruction

Papers

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Showing 1751–1800 of 2143 papers

TitleStatusHype
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium—0
Data augmentation for deep learning based accelerated MRI reconstruction—0
Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction—0
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images—0
Data-Consistent Non-Cartesian Deep Subspace Learning for Efficient Dynamic MR Image Reconstruction—0
Data-Driven Bilateral Generalized Two-Dimensional Quaternion Principal Component Analysis with Application to Color Face Recognition—0
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing—0
A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction—0
Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes?—0
DDR-ID: Dual Deep Reconstruction Networks Based Image Decomposition for Anomaly Detection—0
DEALing with Image Reconstruction: Deep Attentive Least Squares—0
Deep ADMM-Net for Compressive Sensing MRI—0
Deep Artifact-Free Residual Network for Single Image Super-Resolution—0
Deep Auto-encoder with Neural Response—0
Deep Autofocus for Synthetic Aperture Sonar—0
Deep Back Projection for Sparse-View CT Reconstruction—0
Deep Boosted Regression for MR to CT Synthesis—0
Deep convolutional demosaicking network for multispectral polarization filter array—0
Deep Convolutional Neural Network for Low Projection SPECT Imaging Reconstruction—0
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion—0
Deep De-Aliasing for Fast Compressive Sensing MRI—0
Deep dual stream residual network with contextual attention for pansharpening of remote sensing images—0
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data—0
Deep End-to-End Posterior ENergy (DEEPEN) for image recovery—0
Deep Event Stereo Leveraged by Event-to-Image Translation—0
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial—0
Deep Generative Models for 3D Medical Image Synthesis—0
Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset—0
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders—0
Deep Image Reconstruction using Unregistered Measurements without Groundtruth—0
Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network—0
Deep Kernel Representation for Image Reconstruction in PET—0
Deep kernel representations of latent space features for low-dose PET-MR imaging robust to variable dose reduction—0
Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction—0
Deep-learning-based Breast CT for Radiation Dose Reduction—0
Deep learning-based color holographic microscopy—0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation—0
Deep learning based dictionary learning and tomographic image reconstruction—0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue—0
Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product—0
Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects—0
Deep Learning based Spectral CT Imaging—0
Deep learning-based super-resolution in coherent imaging systems—0
Deep learning-based virtual refocusing of images using an engineered point-spread function—0
Deep Learning for Biomedical Image Reconstruction: A Survey—0
Deep learning for biomedical photoacoustic imaging: A review—0
Deep learning for fast MR imaging: a review for learning reconstruction from incomplete k-space data—0
Deep Learning for Material Decomposition in Photon-Counting CT—0
Deep Learning for Passive Synthetic Aperture Radar—0
Deep Learning for Photoacoustic Tomography from Sparse Data—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