SOTAVerified

Image Reconstruction

Papers

Showing 726750 of 2143 papers

TitleStatusHype
3D Magnetic Inverse Routine for Single-Segment Magnetic Field Images0
Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset0
Deep Generative Models for 3D Medical Image Synthesis0
A Theory of Topological Derivatives for Inverse Rendering of Geometry0
Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches0
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial0
Deep Event Stereo Leveraged by Event-to-Image Translation0
A Tensor-Based Dictionary Learning Approach to Tomographic Image Reconstruction0
Deep End-to-End Posterior ENergy (DEEPEN) for image recovery0
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference0
A Learning-Based 3D EIT Image Reconstruction Method0
A Comprehensive Review of Generative AI in Healthcare0
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data0
Deep dual stream residual network with contextual attention for pansharpening of remote sensing images0
Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications0
A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy0
Deep De-Aliasing for Fast Compressive Sensing MRI0
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion0
A Survey of fMRI to Image Reconstruction0
Deep Convolutional Neural Network for Low Projection SPECT Imaging Reconstruction0
A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery0
A comprehensive benchmark analysis for sand dust image reconstruction0
3D Image Reconstruction from X-Ray Measurements with Overlap0
MR-EIT: Multi-Resolution Reconstruction for Electrical Impedance Tomography via Data-Driven and Unsupervised Dual-Mode Neural Networks0
Deep convolutional demosaicking network for multispectral polarization filter array0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64Unverified
2VQGAN-LC (16x16)FID2.62Unverified
3MaskGIT-VQGAN (16x16)FID2.28Unverified
4RQ-VAE (8x8x16)FID1.83Unverified
5TiTok-S-128FID1.71Unverified
6MaskBit (16x16)FID1.66Unverified
7ViT-VQGAN (16x16)FID1.28Unverified
8Open-Magvit2 (16x16)FID1.17Unverified
9Mo-VQGAN (16x16x4)FID1.12Unverified
10IBQ (16x16)FID1Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85Unverified
2VQGAN (16x16)rFID5.95Unverified
3LlamaGen (16x16)rFID5.59Unverified
4Open-Magvit2 (16x16)rFID4.18Unverified
5MGVQ (16x16x4)rFID1.59Unverified
6SD-VAE (16x16)rFID1.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31Unverified
2bFTFID74.9Unverified
3Xian et al._FID60.85Unverified
4PI-RECFID0.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49Unverified
2bFTFID121.2Unverified
3Xian et al._FID44.76Unverified
4PI-RECFID0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28Unverified
2AugVAE-MLFID1.04Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61Unverified