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Image Reconstruction

Papers

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Showing 1651–1700 of 2143 papers

TitleStatusHype
Nonlinear ill-posed problem in low-dose dental cone-beam computed tomography—0
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration—0
NovelGS: Consistent Novel-view Denoising via Large Gaussian Reconstruction Model—0
Novel Super-Resolution Method Based on High Order Nonlocal-Means—0
Novelty Detection via Non-Adversarial Generative Network—0
NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery—0
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping—0
OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space—0
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model—0
ODE-based Deep Network for MRI Reconstruction—0
Off-the-grid model based deep learning (O-MODL)—0
OL-DN: Online learning based dual-domain network for HEVC intra frame quality enhancement—0
On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction—0
On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction—0
Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models—0
On Quantizing Implicit Neural Representations—0
On Real-time Image Reconstruction with Neural Networks for MRI-guided Radiotherapy—0
On Scale Space Radon Transform, Properties and Application in CT Image Reconstruction—0
On the Empirical Effect of Gaussian Noise in Under-sampled MRI Reconstruction—0
On the Feasibility of Machine Learning Augmented Magnetic Resonance for Point-of-Care Identification of Disease—0
On the Quantification of Image Reconstruction Uncertainty without Training Data—0
On the Robustness of deep learning-based MRI Reconstruction to image transformations—0
On the robustness of model-based algorithms for photoacoustic tomography: comparison between time and frequency domains—0
On the unreasonable effectiveness of CNNs—0
Operator Sketching for Deep Unrolling Networks—0
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution—0
Optimal OnTheFly Feedback Control of Event Sensors—0
Optimal Physical Preprocessing for Example-Based Super-Resolution—0
Optimal Sampling & Reconstruction: Theory and Applications—0
Optimization methods for MR image reconstruction (long version)—0
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment—0
ORL-LDM: Offline Reinforcement Learning Guided Latent Diffusion Model Super-Resolution Reconstruction—0
Orthogonal Linear Array based Product Beamforming for Real Time Underwater 3D Acoustical Imaging—0
Over-and-Under Complete Convolutional RNN for MRI Reconstruction—0
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training—0
Overparameterization Improves StyleGAN Inversion—0
Over-the-Air ODE-Inspired Neural Network for Dual Task-Oriented Semantic Communications—0
Overview of Scanner Invariant Representations—0
PAINTER: a spatio-spectral image reconstruction algorithm for optical interferometry—0
Parallel Magnetic Resonance Imaging—0
PaReNeRF: Toward Fast Large-scale Dynamic NeRF with Patch-based Reference—0
Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal—0
Patient-Adaptive and Learned MRI Data Undersampling Using Neighborhood Clustering—0
PAT image reconstruction using augmented sparsity regularization with practicable tuning of regularization weight—0
PCM-TV-TFV: A Novel Two Stage Framework for Image Reconstruction from Fourier Data—0
Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding—0
Performance characterization of a novel deep learning-based MR image reconstruction pipeline—0
Performance Engineering for a Medical Imaging Application on the Intel Xeon Phi Accelerator—0
Performance of Hull-Detection Algorithms For Proton Computed Tomography Reconstruction—0
Personalized MR-Informed Diffusion Models for 3D PET 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