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Image Reconstruction

Papers

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Showing 1051–1100 of 2143 papers

TitleStatusHype
Quantum Neural Network for Accelerated Magnetic Resonance Imaging—0
Quantum Semantic Learning by Reverse Annealing an Adiabatic Quantum Computer—0
Quasi Non-Negative Quaternion Matrix Factorization with Application to Color Face Recognition—0
Quaternionic Fourier-Mellin Transform—0
Quaternion Nuclear Norm minus Frobenius Norm Minimization for color image reconstruction—0
R2D2 image reconstruction with model uncertainty quantification in radio astronomy—0
Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation—0
RMTransformer: Accurate Radio Map Construction and Coverage Prediction—0
Radon-based Image Reconstruction for MPI using a continuously rotating FFL—0
Radon Inversion via Deep Learning—0
Radon-Nikodym approximation in application to image analysis—0
Rainy screens: Collecting rainy datasets, indoors—0
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction—0
Randomness in Deconvolutional Networks for Visual Representation—0
Random Walk Graph Laplacian based Smoothness Prior for Soft Decoding of JPEG Images—0
Implicit Representation of GRAPPA Kernels for Fast MRI Reconstruction—0
Rapid Reconstruction of Extremely Accelerated Liver 4D MRI via Chained Iterative Refinement—0
Rapid Whole Brain Motion-robust Mesoscale In-vivo MR Imaging using Multi-scale Implicit Neural Representation—0
RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models—0
Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models—0
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression—0
RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge Report—0
RAW Image Reconstruction Using a Self-Contained sRGB-JPEG Image With Only 64 KB Overhead—0
Residual Back Projection With Untrained Neural Networks—0
Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network—0
Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus—0
Real-time FPGA Design for OMP Targeting 8K Image Reconstruction—0
Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surgery (MRgFUS)—0
Recognition of Geometrical Shapes by Dictionary Learning—0
Reconstructing Depth Images of Moving Objects from Wi-Fi CSI Data—0
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN—0
Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning—0
Reconstructing Quantitative Cerebral Perfusion Images Directly From Measured Sinogram Data Acquired Using C-arm Cone-Beam CT—0
Reconstructing unseen modalities and pathology with an efficient Recurrent Inference Machine—0
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model—0
Reconstruction-Aware Imaging System Ranking by use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference—0
Reconstruction Distortion of Learned Image Compression with Imperceptible Perturbations—0
Reconstruction-free Cascaded Adaptive Compressive Sensing—0
Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm—0
Reconstruction of Enhanced Ultrasound Images From Compressed Measurements Using Simultaneous Direction Method of Multipliers—0
Reconstruction of images taken by a pair of non-regular sampling sensors using correlation based matching—0
Reconstruction Task Finds Universal Winning Tickets—0
ReconU-Net: a direct PET image reconstruction using U-Net architecture with back projection-induced skip connection—0
Recovery of Point Clouds on Surfaces: Application to Image Reconstruction—0
Recurrent neural network-based volumetric fluorescence microscopy—0
Recursive Filter for Space-Variant Variance Reduction—0
Reducing Randomness of Non-Regular Sampling Masks for Image Reconstruction—0
Reference-based Magnetic Resonance Image Reconstruction Using Texture Transformer—0
Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics—0
Region-specific Dictionary Learning-based Low-dose Thoracic CT Reconstruction—0
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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