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Image Reconstruction

Papers

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Showing 1051–1100 of 2143 papers

TitleStatusHype
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
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
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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