SOTAVerified

Image Reconstruction

Papers

Showing 901950 of 2143 papers

TitleStatusHype
The Dependence of Parallel Imaging with Linear Predictability on the Undersampling Direction0
Targeted Image Reconstruction by Sampling Pre-trained Diffusion ModelCode0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction0
Centroid adapted frequency selective extrapolation for reconstruction of lost image areas0
Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and BenchmarkCode1
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging0
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution0
Biomedical Image Reconstruction: A Survey0
Removing Anomalies as Noises for Industrial Defect Localization0
Eulerian Single-Photon Vision0
Masked Representation Learning for Domain Generalized Stereo Matching0
High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain ActivityCode3
Ground-Truth Free Meta-Learning for Deep Compressive Sampling0
Context-Aware Pretraining for Efficient Blind Image DecompositionCode1
Learning Adaptive Dense Event Stereo From the Image Domain0
StyleRes: Transforming the Residuals for Real Image Editing with StyleGANCode1
Application of Unsupervised Domain Adaptation for Structural MRI Analysis0
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic ModelsCode2
A Lightweight Reconstruction Network for Surface Defect Inspection0
Do DALL-E and Flamingo Understand Each Other?0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm0
Coded Illumination for 3D Lensless Imaging0
Continual Learning Approaches for Anomaly DetectionCode0
Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging0
Traffic sign detection and recognition using event camera image reconstruction0
Universal Generative Modeling in Dual-domain for Dynamic MR Imaging0
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuliCode1
Latent Graph Representations for Critical View of Safety AssessmentCode1
ADIR: Adaptive Diffusion for Image Reconstruction0
Unifying Vision, Text, and Layout for Universal Document ProcessingCode3
CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation0
Hybrid adiabatic quantum computing for tomographic image reconstruction -- opportunities and limitations0
Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image SynthesisCode1
3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping0
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation0
3D GAN Inversion with Facial Symmetry Prior0
Quasi Non-Negative Quaternion Matrix Factorization with Application to Color Face Recognition0
Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus0
Generative Modeling in Sinogram Domain for Sparse-view CT ReconstructionCode1
MAEDAY: MAE for few and zero shot AnomalY-DetectionCode1
PIP: Positional-encoding Image PriorCode1
Iterative Data Refinement for Self-Supervised MR Image Reconstruction0
Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI0
A Neural-Network-Based Convex Regularizer for Inverse ProblemsCode1
GAN Inversion for Image Editing via Unsupervised Domain Adaptation0
EDICT: Exact Diffusion Inversion via Coupled TransformationsCode2
Radon-based Image Reconstruction for MPI using a continuously rotating FFL0
Solving 3D Inverse Problems using Pre-trained 2D Diffusion ModelsCode1
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images0
Differentiable Uncalibrated ImagingCode0
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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