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Image Reconstruction

Papers

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Showing 551–600 of 2143 papers

TitleStatusHype
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator—0
Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems—0
3D endoscopic depth estimation using 3D surface-aware constraints—0
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation—0
Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery—0
Computational ghost imaging using a field-programmable gate array—0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition—0
Computational distributed fiber-optic sensing—0
A Plug-and-Play Untrained Neural Network for Full Waveform Inversion in Reconstructing Sound Speed Images of Ultrasound Computed Tomography—0
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI—0
Compressive Recovery of Signals Defined on Perturbed Graphs—0
Compressive radio-interferometric sensing with random beamforming as rank-one signal covariance projections—0
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction—0
Compressive Image Recovery Using Recurrent Generative Model—0
Compression, Restoration, Re-sampling, Compressive Sensing: Fast Transforms in Digital Imaging—0
Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach—0
3D CBCT Challenge 2024: Improved Cone Beam CT Reconstruction using SwinIR-Based Sinogram and Image Enhancement—0
Compressing deep quaternion neural networks with targeted regularization—0
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction—0
Compressed Sensing SAR Imaging with Multilook Processing—0
Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction—0
A Picture is Worth a Billion Bits: Real-Time Image Reconstruction from Dense Binary Pixels—0
ADIR: Adaptive Diffusion for Image Reconstruction—0
Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network—0
Compressed sensing for longitudinal MRI: An adaptive-weighted approach—0
A Perspective on Deep Imaging—0
Compressed Sensing, ASBSR-method of image sampling and reconstruction and the problem of digital image acquisition with the lowest possible sampling rate—0
A Performance Evaluation of Filtered Delay Multiply and Sum Beamforming for Ultrasound Localization Microscopy: Preliminary Results—0
A Diffusion-Based Framework for Terrain-Aware Remote Sensing Image Reconstruction—0
Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction—0
UlRe-NeRF: 3D Ultrasound Imaging through Neural Rendering with Ultrasound Reflection Direction Parameterization—0
Efficient Algorithms for Convolutional Inverse Problems in Multidimensional Imaging—0
Efficient Image Set Classification using Linear Regression based Image Reconstruction—0
Application of Spherical Convolutional Neural Networks to Image Reconstruction and Denoising in Nuclear Medicine—0
AnyFace: Free-style Text-to-Face Synthesis and Manipulation—0
Compressed Domain Image Classification Using a Dynamic-Rate Neural Network—0
Accelerated partial separable model using dimension-reduced optimization technique for ultra-fast cardiac MRI—0
Complex Fully Convolutional Neural Networks for MR Image Reconstruction—0
Edge-Aware Autoencoder Design for Real-Time Mixture-of-Experts Image Compression—0
Complex Convolutional Neural Networks for Ultrafast Ultrasound Image Reconstruction from In-Phase/Quadrature Signal—0
Anti-biofouling Lensless Camera System with Deep Learning based Image Reconstruction—0
Comparison of Autoencoders for tokenization of ASL datasets—0
A Novel Low-Rank Tensor Method for Undersampling Artifact Removal in Respiratory Motion-Resolved Multi-Echo 3D Cones MRI—0
A detail-enhanced sampling strategy in Hadamard single-pixel imaging—0
Edge-based Denoising Image Compression—0
Comparison-based Image Quality Assessment for Parameter Selection—0
Comparing DWI image quality of deep-learning-reconstructed EPI with RESOLVE in breast lesions at 3.0T: a pilot study—0
A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems—0
Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications—0
Combining Deep Learning and Adaptive Sparse Modeling for Low-dose CT 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