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Image Reconstruction

Papers

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Showing 1451–1500 of 2143 papers

TitleStatusHype
MR-EIT: Multi-Resolution Reconstruction for Electrical Impedance Tomography via Data-Driven and Unsupervised Dual-Mode Neural Networks—0
Tackling Hallucination from Conditional Models for Medical Image Reconstruction with DynamicDPS—0
Controlling the Flow: Stability and Convergence for Stochastic Gradient Descent with Decaying Regularization—0
sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation—0
Conditional diffusion models for guided anomaly detection in brain images using fluid-driven anomaly randomization—0
2.5D Deep Learning for CT Image Reconstruction using a Multi-GPU implementation—0
Two-stage dimension reduction for noisy high-dimensional images and application to Cryogenic Electron Microscopy—0
3D-Aware Encoding for Style-based Neural Radiance Fields—0
3D CBCT Challenge 2024: Improved Cone Beam CT Reconstruction using SwinIR-Based Sinogram and Image Enhancement—0
3D endoscopic depth estimation using 3D surface-aware constraints—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
3D GAN Inversion with Facial Symmetry Prior—0
3D Image Reconstruction from X-Ray Measurements with Overlap—0
3D Magnetic Inverse Routine for Single-Segment Magnetic Field Images—0
3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images—0
3PointTM: Faster Measurement of High-Dimensional Transmission Matrices—0
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization—0
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography—0
A Boosting Method to Face Image Super-resolution—0
Accelerated Alternating Minimization for X-ray Tomographic Reconstruction—0
Accelerated Dynamic Magnetic Resonance Imaging from Spatial-Subspace Reconstructions (SPARS)—0
Accelerated FBP for computed tomography image reconstruction—0
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging—0
Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center—0
Accelerated MR Fingerprinting with Low-Rank and Generative Subspace Modeling—0
Accelerated MRI With Deep Linear Convolutional Transform Learning—0
Accelerated partial separable model using dimension-reduced optimization technique for ultra-fast cardiac MRI—0
Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction—0
Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach—0
Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems—0
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders—0
Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients—0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation—0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI—0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction—0
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction—0
A Comparative Study of Variational Autoencoders, Normalizing Flows, and Score-based Diffusion Models for Electrical Impedance Tomography—0
A Comparison of Super-Resolution and Nearest Neighbors Interpolation Applied to Object Detection on Satellite Data—0
A comprehensive benchmark analysis for sand dust image reconstruction—0
A Comprehensive Review of Generative AI in Healthcare—0
A Comprehensive Survey on Magnetic Resonance Image Reconstruction—0
A Continuous Max-Flow Approach to Cyclic Field Reconstruction—0
A convergence proof of the split Bregman method for regularized least-squares problems—0
A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry—0
Active Phase-Encode Selection for Slice-Specific Fast MR Scanning Using a Transformer-Based Deep Reinforcement Learning Framework—0
Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations—0
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging—0
Adaptive Graph-based Total Variation for Tomographic Reconstructions—0
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission—0
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data—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