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Image Reconstruction

Papers

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Showing 1001–1050 of 2143 papers

TitleStatusHype
Images from the Mind: BCI image evolution based on Rapid Serial Visual Presentation of polygon primitives—0
Image-Space Gridding for Nonrigid Motion-Corrected MR Image Reconstruction—0
Distributed Iterative CT Reconstruction using Multi-Agent Consensus Equilibrium—0
Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning—0
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection—0
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Segmentation—0
Distributed image reconstruction for very large arrays in radio astronomy—0
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling—0
IMC 2024 Methods & Solutions Review—0
Conditional diffusion models for guided anomaly detection in brain images using fluid-driven anomaly randomization—0
Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning—0
Deep learning-based color holographic microscopy—0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation—0
Megapixel Photon-Counting Color Imaging using Quanta Image Sensor—0
Implicit Neural Representation for Videos Based on Residual Connection—0
Distortion-Aware Loop Filtering of Intra 360^o Video Coding with Equirectangular Projection—0
Implicit neural representations for end-to-end PET reconstruction—0
Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound—0
Distilling with Residual Network for Single Image Super Resolution—0
Improved Image Reconstruction and Diffusion Parameter Estimation Using a Temporal Convolutional Network Model of Gradient Trajectory Errors—0
An All-in-one Approach for Accelerated Cardiac MRI Reconstruction—0
Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product—0
Boosting HDR Image Reconstruction via Semantic Knowledge Transfer—0
Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization—0
Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction—0
Joint Face Super-Resolution and Deblurring Using a Generative Adversarial Network—0
Joint Multi-Echo/Respiratory Motion-Resolved Compressed Sensing Reconstruction of Free-Breathing Non-Cartesian Abdominal MRI—0
Block-wise Lensless Compressive Camera—0
Disentangled Representation Learning Using (β-)VAE and GAN—0
Joint bi-modal image reconstruction of DOT and XCT with an extended Mumford-Shah functional—0
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging—0
An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves—0
0.8% Nyquist computational ghost imaging via non-experimental deep learning—0
Joint Calibrationless Reconstruction and Segmentation of Parallel MRI—0
Direct PET Image Reconstruction Incorporating Deep Image Prior and a Forward Projection Model—0
Direct high-order edge-preserving regularization for tomographic image reconstruction—0
Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks—0
Direct Exoplanet Detection Using Deep Convolutional Image Reconstruction (ConStruct): A New Algorithm for Post-Processing High-Contrast Images—0
DIPLI: Deep Image Prior Lucky Imaging for Blind Astronomical Image Restoration—0
Biomedical Image Reconstruction: A Survey—0
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration—0
Joint cardiac T_1 mapping and cardiac function estimation using a deep manifold framework—0
DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training—0
Digital twins enable full-reference quality assessment of photoacoustic image reconstructions—0
Bilevel parameter learning for higher-order total variation regularisation models—0
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models—0
A Multi-Task Oriented Semantic Communication Framework for Autonomous Vehicles—0
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty—0
Diffusion Probabilistic Models for Compressive SAR Imaging—0
Bidirectional Variational Autoencoders—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