SOTAVerified

Image Reconstruction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1851–1900 of 2143 papers

TitleStatusHype
Megapixel Photon-Counting Color Imaging using Quanta Image Sensor—0
Implicit Generation and Generalization in Energy-Based ModelsCode0
Plug and play methods for magnetic resonance imaging (long version)—0
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction—0
An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves—0
Improving Generalization of Deep Networks for Inverse Reconstruction of Image SequencesCode0
Gated Context Model with Embedded Priors for Deep Image Compression—0
Dynamic Cell Imaging in PET with Optimal Transport Regularization—0
Image Reconstruction from Undersampled Confocal Microscopy Data using Multiresolution Based Maximum Entropy Regularization—0
Local Fourier Slice Photography—0
Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis—0
On instabilities of deep learning in image reconstruction - Does AI come at a cost?Code0
MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation—0
Empirically Accelerating Scaled Gradient Projection Using Deep Neural Network For Inverse Problems In Image Processing—0
Fingerprint Recognition under Missing Image Pixels Scenario—0
Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks—0
f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial NetworksCode0
Compressed Domain Image Classification Using a Dynamic-Rate Neural Network—0
Unsupervised Learning-based Depth Estimation aided Visual SLAM Approach—0
Edge-masked CT image reconstruction from limited data—0
Deep Learning for Waveform Estimation and Imaging in Passive Radar—0
Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks—0
Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography—0
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction—0
I Can See Clearly Now : Image Restoration via De-Raining—0
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image ReconstructionCode0
Off-the-grid model based deep learning (O-MODL)—0
2.5D Deep Learning for CT Image Reconstruction using a Multi-GPU implementation—0
Model Based Iterative Reconstruction With Spatially Adaptive Sinogram Weights for Wide-Cone Cardiac CT—0
Learning beamforming in ultrasound imaging—0
Hybrid Loss for Learning Single-Image-based HDR Reconstruction—0
Unsupervised Image Decomposition in Vector Layers—0
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks—0
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging—0
SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction—0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network—0
JSR-Net: A Deep Network for Joint Spatial-Radon Domain CT Reconstruction from incomplete data—0
Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction—0
Why Are Deep Representations Good Perceptual Quality Features?—0
Beltrami-Net: Domain Independent Deep D-bar Learning for Absolute Imaging with Electrical Impedance Tomography (a-EIT)—0
Image Reconstruction with Predictive Filter FlowCode0
UnDEMoN 2.0: Improved Depth and Ego Motion Estimation through Deep Image Sampling—0
Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks—0
Edge-adaptive l2 regularization image reconstruction from non-uniform Fourier data—0
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery—0
Noise- and Outlier-Resistant Tomographic Reconstruction under Unknown Viewing Parameters—0
Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?Code0
Quaternion Convolutional Neural Networks for Heterogeneous Image ProcessingCode0
Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm—0
A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image ReconstructionCode0
Show:102550
← PrevPage 38 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