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Image Reconstruction

Papers

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Showing 501–550 of 2143 papers

TitleStatusHype
Convergent ADMM Plug and Play PET Image Reconstruction—0
Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction—0
Are High-Resolution Event Cameras Really Needed?—0
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution—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
Deep learning based dictionary learning and tomographic image reconstruction—0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue—0
Do DALL-E and Flamingo Understand Each Other?—0
Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product—0
A reconstruction method for binary limited-data tomography using a dictionary-based sparse shape recovery—0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation—0
Distributed Iterative CT Reconstruction using Multi-Agent Consensus Equilibrium—0
Controlling Neural Networks via Energy Dissipation—0
A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction—0
Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients—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
A new nonlocal forward model for diffuse optical tomography—0
Domain Adaptive Imitation Learning with Visual Observation—0
DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection—0
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network—0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy—0
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications—0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging—0
Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution—0
A Probabilistic Deep Image Prior over Image Space—0
Disentangled Representation Learning Using (β-)VAE and GAN—0
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction—0
Conditional Variational Autoencoder for Learned Image Reconstruction—0
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders—0
MRI Reconstruction with Side Information using Diffusion Models—0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data—0
Direct high-order edge-preserving regularization for tomographic image reconstruction—0
Direct PET Image Reconstruction Incorporating Deep Image Prior and a Forward Projection Model—0
Distilling with Residual Network for Single Image Super Resolution—0
Computing support for advanced medical data analysis and imaging—0
A Primal-dual algorithm for image reconstruction with ICNNs—0
Computed tomography using meta-optics—0
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction—0
Approximate Extraction of Late-Time Returns via Morphological Component Analysis—0
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition—0
Computational imaging with the human brain—0
Computational Imaging Through Atmospheric Turbulence—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
Computational Imaging for VLBI Image Reconstruction—0
Computational Image Formation: Simulators in the Deep Learning Era—0
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
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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