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Image Reconstruction

Papers

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Showing 801–850 of 2143 papers

TitleStatusHype
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging—0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning—0
Cross-IQA: Unsupervised Learning for Image Quality Assessment—0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction—0
Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information—0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction—0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction—0
A Review on Deep Learning in Medical Image Reconstruction—0
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography—0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion—0
A review and experimental evaluation of deep learning methods for MRI reconstruction—0
Convolutional variational autoencoders for secure lossy image compression in remote sensing—0
Convolutional Sparse Representations with Gradient Penalties—0
Convolutional Sparse Coding for Image Super-Resolution—0
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis—0
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB—0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI—0
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction—0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models—0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap—0
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression—0
Convergent regularization in inverse problems and linear plug-and-play denoisers—0
Convergent ADMM Plug and Play PET Image Reconstruction—0
Are High-Resolution Event Cameras Really Needed?—0
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method—0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation—0
Generative Learning of Differentiable Object Models for Compositional Interpretation of Complex Scenes—0
Generative-Adversarial-Networks-based Ghost Recognition—0
Generative adversarial network for segmentation of motion affected neonatal brain MRI—0
Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces—0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation—0
A reconstruction method for binary limited-data tomography using a dictionary-based sparse shape recovery—0
Generating Clear Images From Images With Distortions Caused by Adverse Weather Using Generative Adversarial Networks—0
Controlling Neural Networks via Energy Dissipation—0
Generalized Ray Tracing with Basis functions for Tomographic Projections—0
A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction—0
Generalized Optimization of High Capacity Compressive Imaging Systems—0
Generalized Hessian-Schatten Norm Regularization 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
Generative adversarial network for super-resolution imaging through a fiber—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
Generative-Model-Based Fully 3D PET Image Reconstruction by Conditional Diffusion Sampling—0
General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model—0
Self-supervised learning of hologram reconstruction using physics consistency—0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy—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