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Image Reconstruction

Papers

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Showing 1551–1600 of 2143 papers

TitleStatusHype
A Multi-Task Oriented Semantic Communication Framework for Autonomous Vehicles—0
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration—0
An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves—0
An All-in-one Approach for Accelerated Cardiac MRI Reconstruction—0
Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping—0
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction—0
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers—0
Signal Reconstruction from Samples at Unknown Locations with Application to 2D Unknown View Tomography—0
Analysis Operator Learning and Its Application to Image Reconstruction—0
Anatomy and Physiology of Artificial Intelligence in PET Imaging—0
An axially-variant kernel imaging model applied to ultrasound image reconstruction—0
An End-to-End Network for Upright Adjustment of Panoramic Images—0
A NEW BACKBONE FOR HYPERSPECTRAL IMAGE RECONSTRUCTION—0
A New Image Codec Paradigm for Human and Machine Uses—0
A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network—0
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging—0
An Improved Iterative Neural Network for High-Quality Image-Domain Material Decomposition in Dual-Energy CT—0
Anisotropic Mesh Adaptation for Image Representation—0
An iterative algorithm for computed tomography image reconstruction from limited-angle projections—0
A Nonlinear Weighted Total Variation Image Reconstruction Algorithm for Electrical Capacitance Tomography—0
A Novel Deep Learning Architecture for Testis Histology Image Classification—0
Image space formalism of convolutional neural networks for k-space interpolation—0
A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems—0
A Novel Low-Rank Tensor Method for Undersampling Artifact Removal in Respiratory Motion-Resolved Multi-Echo 3D Cones MRI—0
Anti-biofouling Lensless Camera System with Deep Learning based Image Reconstruction—0
AnyFace: Free-style Text-to-Face Synthesis and Manipulation—0
A Performance Evaluation of Filtered Delay Multiply and Sum Beamforming for Ultrasound Localization Microscopy: Preliminary Results—0
A Perspective on Deep Imaging—0
A Picture is Worth a Billion Bits: Real-Time Image Reconstruction from Dense Binary Pixels—0
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction—0
A Plug-and-Play Untrained Neural Network for Full Waveform Inversion in Reconstructing Sound Speed Images of Ultrasound Computed Tomography—0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
Approximate Extraction of Late-Time Returns via Morphological Component Analysis—0
A Primal-dual algorithm for image reconstruction with ICNNs—0
A Probabilistic Deep Image Prior over Image Space—0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy—0
Why Are Deep Representations Good Perceptual Quality Features?—0
A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction—0
A reconstruction method for binary limited-data tomography using a dictionary-based sparse shape recovery—0
Are High-Resolution Event Cameras Really Needed?—0
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression—0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap—0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models—0
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis—0
A review and experimental evaluation of deep learning methods for MRI reconstruction—0
A Review on Deep Learning in Medical Image Reconstruction—0
Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information—0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning—0
Artificial Intelligence Augmented Medical Imaging Reconstruction in Radiation Therapy—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