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Image Reconstruction

Papers

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Showing 1601–1650 of 2143 papers

TitleStatusHype
Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack—0
Uncertainty Analysis in SPECT Reconstruction based on Probabilistic Programming—0
Entropy-Based Doppler Centroid Estimation and Speckle Noise Reduction for Spaceborne SAR Imaging—0
Performance characterization of a novel deep learning-based MR image reconstruction pipeline—0
Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network—0
TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems—0
3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRICode0
CG-SENSE revisited: Results from the first ISMRM reproducibility challenge—0
A model-guided deep network for limited-angle computed tomographyCode0
Deep Parallel MRI Reconstruction Network Without Coil SensitivitiesCode0
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data—0
Stabilizing Deep Tomographic Reconstruction—0
The pursuit of beauty: Converting image labels to meaningful vectors—0
3PointTM: Faster Measurement of High-Dimensional Transmission Matrices—0
Physics-based Feature Dehazing Networks—0
Dynamic Low-light Imaging with Quanta Image Sensors—0
On the unreasonable effectiveness of CNNs—0
Image-Based Benchmarking and Visualization for Large-Scale Global Optimization—0
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction—0
Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation—0
Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction—0
DDR-ID: Dual Deep Reconstruction Networks Based Image Decomposition for Anomaly Detection—0
Dynamic Low-light Imaging with Quanta Image Sensors—0
Accelerated FBP for computed tomography image reconstruction—0
Deep Network Interpolation for Accelerated Parallel MR Image Reconstruction—0
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points—0
Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN—0
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction—0
Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset—0
Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks—0
Image Analysis Based on Nonnegative/Binary Matrix Factorization—0
Needle tip force estimation by deep learning from raw spectral OCT data—0
Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction—0
Set Based Stochastic Subsampling—0
MRI Image Reconstruction via Learning Optimization Using Neural ODEs—0
Generative Patch Priors for Practical Compressive Image RecoveryCode0
Go with the Flow: Adaptive Control for Neural ODEs—0
Cogradient Descent for Bilinear Optimization—0
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling—0
Efficient Algorithms for Convolutional Inverse Problems in Multidimensional Imaging—0
Self-Supervised Domain Mismatch Estimation for Autonomous Perception—0
SIMBA: Scalable Inversion in Optical Tomography using Deep Denoising Priors—0
Supervised Learning of Sparsity-Promoting Regularizers for Denoising—0
Isotropic multichannel total variation framework for joint reconstruction of multicontrast parallel MRI—0
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging—0
Retina-Like Visual Image Reconstruction via Spiking Neural Model—0
Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging—0
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction—0
Distilling Image Dehazing With Heterogeneous Task ImitationCode0
MetaInv-Net: Meta Inversion Network for Sparse View CT Image 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