SOTAVerified

Image Reconstruction

Papers

Showing 19511975 of 2143 papers

TitleStatusHype
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration0
Efficient and accurate inversion of multiple scattering with deep learningCode0
Sample-Relaxed Two-Dimensional Color Principal Component Analysis for Face Recognition and Image Reconstruction0
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera PoseCode0
Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction0
Model-Based Photoacoustic Image Reconstruction using Compressed Sensing and Smoothed L0 Norm0
Three-Dimensional Photoacoustic Tomography using Delay Multiply and Sum Beamforming Algorithm0
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network0
Learning-based Image Reconstruction via Parallel Proximal Algorithm0
Meshed Up: Learnt Error Correction in 3D Reconstructions0
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion0
Recovery of Point Clouds on Surfaces: Application to Image Reconstruction0
Denoising of image gradients and total generalized variation denoising0
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep LearningCode0
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images0
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms0
200x Low-dose PET Reconstruction using Deep Learning0
Stochastic reconstruction of an oolitic limestone by generative adversarial networksCode0
Convolutional Recurrent Neural Networks for Dynamic MR Image ReconstructionCode0
Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm0
MR image reconstruction using deep density priors0
WAYLA - Generating Images from Eye Movements0
Fully Convolutional Measurement Network for Compressive Sensing Image ReconstructionCode0
Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction ApproachCode0
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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