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Image Reconstruction

Papers

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Showing 1101–1150 of 2143 papers

TitleStatusHype
Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm—0
Regularized Sparse Gaussian Processes—0
Regularizing Instabilities in Image Reconstruction Arising from Learned Denoisers—0
Relaxed Linearized Algorithms for Faster X-Ray CT Image Reconstruction—0
Reliability-based Mesh-to-Grid Image Reconstruction—0
Remote sensing image fusion based on Bayesian GAN—0
Removing Anomalies as Noises for Industrial Defect Localization—0
Re-ordering of Hadamard matrix using Fourier transform and gray-level co-occurrence matrix for compressive single-pixel imaging—0
Reproducing Activation Function for Deep Learning—0
ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge—0
Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images—0
Residual Contrastive Learning: Unsupervised Representation Learning from Residuals—0
Residual Transformer Fusion Network for Salt and Pepper Image Denoising—0
ResPF: Residual Poisson Flow for Efficient and Physically Consistent Sparse-View CT Reconstruction—0
ReSynthDetect: A Fundus Anomaly Detection Network with Reconstruction and Synthetic Features—0
Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction—0
Rethinking the optimization process for self-supervised model-driven MRI reconstruction—0
Rethinking Timing Residuals: Advancing PET Detectors with Explicit TOF Corrections—0
Retina-Like Visual Image Reconstruction via Spiking Neural Model—0
Reversing Deep Face Embeddings with Probable Privacy Protection—0
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation—0
Ringing Artifact Reduction Method for Ultrasound Reconstruction Using Multi-Agent Consensus Equilibrium—0
RMFA-Net: A Neural ISP for Real RAW to RGB Image Reconstruction—0
Robust Compressed Sensing and Sparse Coding with the Difference Map—0
Robust image reconstruction from multi-view measurements—0
Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization—0
Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm—0
Robust Recovery of Adversarial Examples—0
Robust Training Using Natural Transformation—0
Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks—0
RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction—0
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement—0
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency—0
S3PET: Semi-supervised Standard-dose PET Image Reconstruction via Dose-aware Token Swap—0
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction—0
SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations—0
SAIR: Learning Semantic-aware Implicit Representation—0
Sample-Relaxed Two-Dimensional Color Principal Component Analysis for Face Recognition and Image Reconstruction—0
Learning to See Through Dazzle—0
SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction—0
SAR Image Autofocusing using Wirtinger calculus and Cauchy regularization—0
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2—0
Scanner Invariant Representations for Diffusion MRI Harmonization—0
SC-CDM: Enhancing Quality of Image Semantic Communication with a Compact Diffusion Model—0
Scene Graph Generation with External Knowledge and Image Reconstruction—0
Scene Text Image Super-Resolution via Content Perceptual Loss and Criss-Cross Transformer Blocks—0
Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction—0
Score-based Diffusion Models for Bayesian Image Reconstruction—0
Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency Constraints—0
SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering—0
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All datasetsImageNetUltra-High Resolution Image Reconstruction BenchmarkEdge-to-HandbagsEdge-to-ShoesAudio SetImageNet 256x256Edge-to-ClothesSpike-X4K

Benchmark Results

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