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Image Reconstruction

Papers

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Showing 1951–2000 of 2143 papers

TitleStatusHype
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration—0
Efficient and accurate inversion of multiple scattering with deep learningCode0
Sample-Relaxed Two-Dimensional Color Principal Component Analysis for Face Recognition and Image Reconstruction—0
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera PoseCode0
Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction—0
Model-Based Photoacoustic Image Reconstruction using Compressed Sensing and Smoothed L0 Norm—0
Three-Dimensional Photoacoustic Tomography using Delay Multiply and Sum Beamforming Algorithm—0
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network—0
Learning-based Image Reconstruction via Parallel Proximal Algorithm—0
Meshed Up: Learnt Error Correction in 3D Reconstructions—0
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network—0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion—0
Recovery of Point Clouds on Surfaces: Application to Image Reconstruction—0
Denoising of image gradients and total generalized variation denoising—0
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep LearningCode0
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images—0
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms—0
200x Low-dose PET Reconstruction using Deep Learning—0
Stochastic reconstruction of an oolitic limestone by generative adversarial networksCode0
Convolutional Recurrent Neural Networks for Dynamic MR Image ReconstructionCode0
Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm—0
MR image reconstruction using deep density priors—0
WAYLA - Generating Images from Eye Movements—0
Fully Convolutional Measurement Network for Compressive Sensing Image ReconstructionCode0
Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction ApproachCode0
Remote Sensing Image Fusion Based on Two-stream Fusion NetworkCode0
Learning Asymmetric and Local Features in Multi-Dimensional Data through Wavelets with Recursive PartitioningCode0
Sparse-View X-Ray CT Reconstruction Using _1 Prior with Learned Transform—0
A Review of Convolutional Neural Networks for Inverse Problems in ImagingCode0
Compressed Sensing, ASBSR-method of image sampling and reconstruction and the problem of digital image acquisition with the lowest possible sampling rate—0
High-Precision Automated Reconstruction of Neurons with Flood-filling Networks—0
Iterative PET Image Reconstruction Using Convolutional Neural Network RepresentationCode0
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid NetworksCode0
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video DenoisingCode0
Consensus Convolutional Sparse CodingCode0
Adaptive Measurement Network for CS Image ReconstructionCode0
3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images—0
General Phase Regularized Reconstruction using Phase CyclingCode0
Can you tell a face from a HEVC bitstream?—0
Improving Heterogeneous Face Recognition with Conditional Adversarial Networks—0
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction—0
Deep Learning-Guided Image Reconstruction from Incomplete Data—0
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB—0
Navigator-free EPI Ghost Correction with Structured Low-Rank Matrix Models: New Theory and Methods—0
Deep Learning for Passive Synthetic Aperture Radar—0
Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces—0
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging—0
Image reconstruction with imperfect forward models and applications in deblurring—0
Maximum entropy based non-negative optoacoustic tomographic image reconstruction—0
Motion Compensated Dynamic MRI Reconstruction with Local Affine Optical Flow EstimationCode0
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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