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Image Reconstruction

Papers

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Showing 1701–1750 of 2143 papers

TitleStatusHype
PET Image Reconstruction with Multiple Kernels and Multiple Kernel Space Regularizers—0
PF-LHM: 3D Animatable Avatar Reconstruction from Pose-free Articulated Human Images—0
PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction—0
Phase and TV Based Convex Sets for Blind Deconvolution of Microscopic Images—0
Phase-error estimation and image reconstruction from digital-holography data using a Bayesian framework—0
Phase recovery and holographic image reconstruction using deep learning in neural networks—0
Quaternionic Reweighted Amplitude Flow for Phase Retrieval in Image Reconstruction—0
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging—0
A Jointed Feature Fusion Framework for Photoacoustic Reconstruction—0
Photon Inhibition for Energy-Efficient Single-Photon Imaging—0
Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor—0
Physics-based Feature Dehazing Networks—0
Physics-Driven Neural Compensation For Electrical Impedance Tomography—0
Physics-informed 4D X-ray image reconstruction from ultra-sparse spatiotemporal data—0
Physics-Inspired Generative Models in Medical Imaging: A Review—0
pISTA-SENSE-ResNet for Parallel MRI Reconstruction—0
PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification—0
Pixel-Level Clustering Network for Unsupervised Image Segmentation—0
Plug-and-Play Deep Energy Model for Inverse problems—0
Plug-and-Play Half-Quadratic Splitting for Ptychography—0
The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness—0
Plug and play methods for magnetic resonance imaging (long version)—0
Plug-and-Play Regularization using Linear Solvers—0
Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium—0
Posterior-Mean Denoising Diffusion Model for Realistic PET Image Reconstruction—0
PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion—0
Preconditioners for the Stochastic Training of Neural Fields—0
Prior image-based medical image reconstruction using a style-based generative adversarial network—0
Probabilistic Deep Learning for Instance Segmentation—0
Probabilistic Graphical Modeling approach to dynamic PET direct parametric map estimation and image reconstruction—0
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding—0
Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks—0
Progress Towards Decoding Visual Imagery via fNIRS—0
Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging—0
Projected Multi-Agent Consensus Equilibrium for Ptychographic Image Reconstruction—0
Proposal of fault-tolerant tomographic image reconstruction—0
Provable Convergence of Plug-and-Play Priors with MMSE denoisers—0
ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction—0
Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images—0
Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization—0
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model—0
PSTAIC regularization for 2D spatiotemporal image reconstruction—0
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity—0
Ptychographic Image Reconstruction from Limited Data via Score-Based Diffusion Models with Physics-Guidance—0
PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations—0
Pyramid Convolutional RNN for MRI Image Reconstruction—0
Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case—0
QUADify: Extracting Meshes with Pixel-level Details and Materials from Images—0
Lossy Event Compression based on Image-derived Quad Trees and Poisson Disk Sampling—0
Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction—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