SOTAVerified

Image Reconstruction

Papers

Showing 426450 of 2143 papers

TitleStatusHype
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis0
3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks0
Deep learning-based super-resolution in coherent imaging systems0
Deep learning for biomedical photoacoustic imaging: A review0
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models0
Convolutional Sparse Representations with Gradient Penalties0
Convolutional variational autoencoders for secure lossy image compression in remote sensing0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion0
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction0
A Review on Deep Learning in Medical Image Reconstruction0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation0
Cross-IQA: Unsupervised Learning for Image Quality Assessment0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning0
Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information0
CSI2Image: Image Reconstruction from Channel State Information Using Generative Adversarial Networks0
CSTNet: A Dual-Branch Convolutional Network for Imaging of Reactive Flows using Chemical Species Tomography0
CT Image Reconstruction in a Low Dimensional Manifold0
CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap0
Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining0
Deep learning based dictionary learning and tomographic image reconstruction0
Show:102550
← PrevPage 18 of 86Next →

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