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Image Reconstruction

Papers

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Showing 1801–1850 of 2143 papers

TitleStatusHype
Deep Learning for space-variant deconvolution in galaxy surveys—0
Deep Learning for Ultrasound Beamforming—0
Deep Learning for Waveform Estimation and Imaging in Passive Radar—0
Deep Learning-Guided Image Reconstruction from Incomplete Data—0
Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction—0
Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function—0
Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking—0
DeepMB: Deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound—0
Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks—0
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling—0
Deep Network Interpolation for Accelerated Parallel MR Image Reconstruction—0
Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction—0
DeepPET: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem—0
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval—0
Deep Plug-and-Play Prior for Parallel MRI Reconstruction—0
Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis—0
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI—0
Deep Snapshot HDR Imaging Using Multi-Exposure Color Filter Array—0
Deep Spectral Prior—0
DeepSTI: Towards Tensor Reconstruction using Fewer Orientations in Susceptibility Tensor Imaging—0
Deep subspace learning for efficient reconstruction of spatiotemporal imaging data—0
Deep Unfolded Approximate Message Passing for Quantitative Acoustic Microscopy Image Reconstruction—0
Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density—0
Deep Variational Networks with Exponential Weighting for Learning Computed Tomography—0
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging—0
DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior—0
DELTA-MRI: Direct deformation Estimation from LongiTudinally Acquired k-space data—0
Delving into Deep Image Prior for Adversarial Defense: A Novel Reconstruction-based Defense Framework—0
Demosaicing and Superresolution for Color Filter Array via Residual Image Reconstruction and Sparse Representation—0
MALICE: Manipulation Attacks on Learned Image ComprEssion—0
Denoising-based image reconstruction from pixels located at non-integer positions—0
Denoising Diffusion Models for Anomaly Localization in Medical Images—0
Denoising of image gradients and total generalized variation denoising—0
Dense Dilated UNet: Deep Learning for 3D Photoacoustic Tomography Image Reconstruction—0
DensePANet: An improved generative adversarial network for photoacoustic tomography image reconstruction from sparse data—0
Design of Reconfigurable Intelligent Surfaces for Wireless Communication: A Review—0
Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space—0
Device-Free Localization Using Multi-Link MIMO Channels in Distributed Antenna Networks—0
Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset—0
DiffColor: Toward High Fidelity Text-Guided Image Colorization with Diffusion Models—0
Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography—0
Diffusion assisted image reconstruction in optoacoustic tomography—0
Diffusion Autoencoders are Scalable Image Tokenizers—0
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction—0
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition—0
Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction—0
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement—0
CT Reconstruction using Diffusion Posterior Sampling conditioned on a Nonlinear Measurement Model—0
Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT—0
Diffusion Probabilistic Models for Compressive SAR Imaging—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