SOTAVerified

Image Reconstruction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–850 of 2143 papers

TitleStatusHype
Foreground-attention in neural decoding: Guiding Loop-Enc-Dec to reconstruct visual stimulus images from fMRI—0
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization—0
An axially-variant kernel imaging model applied to ultrasound image reconstruction—0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography—0
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks—0
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction—0
2.5D Deep Learning for CT Image Reconstruction using a Multi-GPU implementation—0
Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound—0
Computed tomography using meta-optics—0
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications—0
1st Place Solutions for UG2+ Challenge 2022 ATMOSPHERIC TURBULENCE MITIGATION—0
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction—0
Computing support for advanced medical data analysis and imaging—0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm—0
Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior—0
Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization—0
Fully Convolutional Network for Removing DCT Artefacts From Images—0
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging—0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN—0
Conditional Variational Autoencoder for Learned Image Reconstruction—0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging—0
Anatomy and Physiology of Artificial Intelligence in PET Imaging—0
GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information—0
GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis—0
Gated Context Model with Embedded Priors for Deep Image Compression—0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)—0
Self-supervised learning of hologram reconstruction using physics consistency—0
General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model—0
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network—0
Generalized Fourier-Bessel operator and almost-periodic interpolation and approximation—0
Dynamic Low-light Imaging with Quanta Image Sensors—0
Dynamic Low-light Imaging with Quanta Image Sensors—0
Why Are Deep Representations Good Perceptual Quality Features?—0
Generalized Optimization of High Capacity Compressive Imaging Systems—0
Generalized Ray Tracing with Basis functions for Tomographic Projections—0
A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction—0
Controlling Neural Networks via Energy Dissipation—0
Generating Clear Images From Images With Distortions Caused by Adverse Weather Using Generative Adversarial Networks—0
Dynamic Cell Imaging in PET with Optimal Transport Regularization—0
Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces—0
Stable Optimization for Large Vision Model Based Deep Image Prior in Cone-Beam CT Reconstruction—0
Generative adversarial network for super-resolution imaging through a fiber—0
Hierarchical Temperature Imaging Using Pseudo-Inversed Convolutional Neural Network Aided TDLAS Tomography—0
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models—0
Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction—0
Generative Learning of Differentiable Object Models for Compositional Interpretation of Complex Scenes—0
BSRA: Block-based Super Resolution Accelerator with Hardware Efficient Pixel Attention—0
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data—0
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction—0
Dual-space Compressed Sensing—0
Show:102550
← PrevPage 17 of 43Next →
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