SOTAVerified

Image Reconstruction

Papers

Showing 13011325 of 2143 papers

TitleStatusHype
Image reconstruction algorithms in radio interferometry: from handcrafted to learned regularization denoisers0
Reconstruction Task Finds Universal Winning Tickets0
Feature reconstruction from incomplete tomographic data without detour0
Distortion-Aware Loop Filtering of Intra 360^o Video Coding with Equirectangular Projection0
A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction0
Prior image-based medical image reconstruction using a style-based generative adversarial network0
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis0
Equivariance Regularization for Image Reconstruction0
On Real-time Image Reconstruction with Neural Networks for MRI-guided Radiotherapy0
Supervision by Denoising for Medical Image Segmentation0
A comprehensive benchmark analysis for sand dust image reconstruction0
Wave-Encoded Model-based Deep Learning for Highly Accelerated Imaging with Joint ReconstructionCode0
Image-to-Image MLP-mixer for Image ReconstructionCode0
GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information0
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI0
Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network0
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar SystemsCode0
Sparse-view Cone Beam CT Reconstruction using Data-consistent Supervised and Adversarial Learning from Scarce Training Data0
A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery0
Virtual Coil Augmentation Technology for MR Coil Extrapolation via Deep Learning0
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space0
Neural Computed Tomography0
Model-Based Image Signal Processors via Learnable Dictionaries0
Iterative training of robust k-space interpolation networks for improved image reconstruction with limited scan specific training samples0
Enhanced total variation minimization for stable image reconstruction0
Show:102550
← PrevPage 53 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