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Image Reconstruction

Papers

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Showing 451–500 of 2143 papers

TitleStatusHype
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
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
DELTA-MRI: Direct deformation Estimation from LongiTudinally Acquired k-space data—0
MALICE: Manipulation Attacks on Learned Image ComprEssion—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
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction—0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models—0
Deep Variational Networks with Exponential Weighting for Learning Computed Tomography—0
DEALing with Image Reconstruction: Deep Attentive Least Squares—0
A hierarchical approach to deep learning and its application to tomographic reconstruction—0
Denoising Diffusion Models for Anomaly Localization in Medical Images—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
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation—0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap—0
Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density—0
Association: Remind Your GAN not to Forget—0
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method—0
Deep convolutional demosaicking network for multispectral polarization filter array—0
A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery—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
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression—0
Deep dual stream residual network with contextual attention for pansharpening of remote sensing images—0
A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy—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
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference—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
3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping—0
Deep Generative Models for 3D Medical Image Synthesis—0
Convergent regularization in inverse problems and linear plug-and-play denoisers—0
Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset—0
ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing—0
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders—0
Deep Image Reconstruction using Unregistered Measurements without Groundtruth—0
Convergent ADMM Plug and Play PET Image Reconstruction—0
Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network—0
Are High-Resolution Event Cameras Really Needed?—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