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Image Reconstruction

Papers

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Showing 1851–1900 of 2143 papers

TitleStatusHype
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty—0
Digital twins enable full-reference quality assessment of photoacoustic image reconstructions—0
DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training—0
DIPLI: Deep Image Prior Lucky Imaging for Blind Astronomical Image Restoration—0
Direct Exoplanet Detection Using Deep Convolutional Image Reconstruction (ConStruct): A New Algorithm for Post-Processing High-Contrast Images—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
Disentangled Representation Learning Using (β-)VAE and GAN—0
Distilling with Residual Network for Single Image Super Resolution—0
Distortion-Aware Loop Filtering of Intra 360^o Video Coding with Equirectangular Projection—0
Distributed image reconstruction for very large arrays in radio astronomy—0
Distributed Iterative CT Reconstruction using Multi-Agent Consensus Equilibrium—0
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution—0
DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT—0
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model—0
Do DALL-E and Flamingo Understand Each Other?—0
Domain Adaptive Imitation Learning with Visual Observation—0
DONet: Dual-Octave Network for Fast MR Image Reconstruction—0
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images—0
DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction—0
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding—0
DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection—0
Dual Codebook VQ: Enhanced Image Reconstruction with Reduced Codebook Size—0
Dual Contradistinctive Generative Autoencoder—0
Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN—0
Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction—0
Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI—0
Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging—0
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining—0
Dual-space Compressed Sensing—0
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction—0
Dynamic Cell Imaging in PET with Optimal Transport Regularization—0
Dynamic Low-light Imaging with Quanta Image Sensors—0
Dynamic Low-light Imaging with Quanta Image Sensors—0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)—0
Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization—0
Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior—0
Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs—0
SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings—0
Edge-adaptive l2 regularization image reconstruction from non-uniform Fourier data—0
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory—0
Edge-Aware Autoencoder Design for Real-Time Mixture-of-Experts Image Compression—0
Edge-based Denoising Image Compression—0
Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information—0
Edge-masked CT image reconstruction from limited data—0
Efficient Algorithms for Convolutional Inverse Problems in Multidimensional Imaging—0
Efficient and Accurate Hyperspectral Pansharpening Using 3D VolumeNet and 2.5D Texture Transfer—0
Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI—0
Efficient Deep Model-Based Optoacoustic Image Reconstruction—0
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation—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