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Image Reconstruction

Papers

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Showing 851–900 of 2143 papers

TitleStatusHype
Generalized Optimization of High Capacity Compressive Imaging Systems—0
Generative Transition Mechanism to Image-to-Image Translation via Encoded Transformation—0
Generalized Hessian-Schatten Norm Regularization for Image Reconstruction—0
Geometry-Aware Neighborhood Search for Learning Local Models for Image Reconstruction—0
Why Are Deep Representations Good Perceptual Quality Features?—0
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge—0
Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients—0
3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping—0
3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks—0
Generalized Fourier-Bessel operator and almost-periodic interpolation and approximation—0
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network—0
Goal-Oriented Semantic Communication for Wireless Image Transmission via Stable Diffusion—0
General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model—0
Gradient-Domain Image Reconstruction Framework With Intensity-Range and Base-Structure Constraints—0
Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising—0
Self-supervised learning of hologram reconstruction using physics consistency—0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy—0
Gated Context Model with Embedded Priors for Deep Image Compression—0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging—0
Graph convolutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography—0
GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis—0
GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information—0
Ground-Truth Free Meta-Learning for Deep Compressive Sampling—0
Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution—0
Guided Optical Flow Learning—0
A Probabilistic Deep Image Prior over Image Space—0
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications—0
Handling Motion Blur in Multi-Frame Super-Resolution—0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging—0
Harnessing Sparsity over the Continuum: Atomic Norm Minimization for Super Resolution—0
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction—0
HDCompression: Hybrid-Diffusion Image Compression for Ultra-Low Bitrates—0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN—0
HDRfeat: A Feature-Rich Network for High Dynamic Range Image Reconstruction—0
Conditional Variational Autoencoder for Learned Image Reconstruction—0
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging—0
HDRTransDC: High Dynamic Range Image Reconstruction with Transformer Deformation Convolution—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
Heterogeneous Light Fields—0
Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal—0
Fully Convolutional Network for Removing DCT Artefacts From Images—0
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation—0
Fully Automated Image De-fencing using Conditional Generative Adversarial Networks—0
MRI Reconstruction with Side Information using Diffusion Models—0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data—0
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models—0
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders—0
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving—0
High-Fidelity Diffusion-based Image Editing—0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm—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