SOTAVerified

Image Reconstruction

Papers

Showing 21012143 of 2143 papers

TitleStatusHype
Geometry-Aware Neighborhood Search for Learning Local Models for Image Reconstruction0
See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG0
Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging0
Phase and TV Based Convex Sets for Blind Deconvolution of Microscopic Images0
Towards radio astronomical imaging using an arbitrary basis0
Novel Super-Resolution Method Based on High Order Nonlocal-Means0
Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction0
Tomographic Image Reconstruction using Training images0
Parallel Magnetic Resonance Imaging0
_0 Sparsifying Transform Learning with Efficient Optimal Updates and Convergence Guarantees0
Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI0
Holistic random encoding for imaging through multimode fibers0
Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson NoiseCode0
Statistical models and regularization strategies in statistical image reconstruction of low-dose X-ray CT: a survey0
Two-stage Geometric Information Guided Image Reconstruction0
Compression, Restoration, Re-sampling, Compressive Sensing: Fast Transforms in Digital Imaging0
Compressed sensing for longitudinal MRI: An adaptive-weighted approach0
PAINTER: a spatio-spectral image reconstruction algorithm for optical interferometry0
RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models0
Iterative Non-Local Shrinkage Algorithm for MR Image Reconstruction0
Image reconstruction from limited range projections using orthogonal moments0
Anisotropic Mesh Adaptation for Image Representation0
A convergence proof of the split Bregman method for regularized least-squares problems0
Fast X-ray CT image reconstruction using the linearized augmented Lagrangian method with ordered subsets0
Performance of Hull-Detection Algorithms For Proton Computed Tomography Reconstruction0
Computing support for advanced medical data analysis and imaging0
Image reconstruction from few views by L0-norm optimization0
Performance Engineering for a Medical Imaging Application on the Intel Xeon Phi Accelerator0
Spatially-Adaptive Reconstruction in Computed Tomography using Neural Networks0
Robust Compressed Sensing and Sparse Coding with the Difference Map0
Compressed Sensing SAR Imaging with Multilook Processing0
An iterative algorithm for computed tomography image reconstruction from limited-angle projections0
Quaternionic Fourier-Mellin Transform0
Graph-Laplacian PCA: Closed-Form Solution and Robustness0
The two-dimensional Gabor function adapted to natural image statistics: A model of simple-cell receptive fields and sparse structure in images0
Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI0
Robust image reconstruction from multi-view measurements0
Stable and robust sampling strategies for compressive imaging0
Demosaicing and Superresolution for Color Filter Array via Residual Image Reconstruction and Sparse Representation0
A Max-Product EM Algorithm for Reconstructing Markov-tree Sparse Signals from Compressive Samples0
Analysis Operator Learning and Its Application to Image Reconstruction0
Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI0
Estimating image bases for visual image reconstruction from human brain activity0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64Unverified
2VQGAN-LC (16x16)FID2.62Unverified
3MaskGIT-VQGAN (16x16)FID2.28Unverified
4RQ-VAE (8x8x16)FID1.83Unverified
5TiTok-S-128FID1.71Unverified
6MaskBit (16x16)FID1.66Unverified
7ViT-VQGAN (16x16)FID1.28Unverified
8Open-Magvit2 (16x16)FID1.17Unverified
9Mo-VQGAN (16x16x4)FID1.12Unverified
10IBQ (16x16)FID1Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85Unverified
2VQGAN (16x16)rFID5.95Unverified
3LlamaGen (16x16)rFID5.59Unverified
4Open-Magvit2 (16x16)rFID4.18Unverified
5MGVQ (16x16x4)rFID1.59Unverified
6SD-VAE (16x16)rFID1.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31Unverified
2bFTFID74.9Unverified
3Xian et al._FID60.85Unverified
4PI-RECFID0.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49Unverified
2bFTFID121.2Unverified
3Xian et al._FID44.76Unverified
4PI-RECFID0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28Unverified
2AugVAE-MLFID1.04Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61Unverified