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Image Reconstruction

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Showing 1101–1150 of 2143 papers

TitleStatusHype
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation—0
Position Regression for Unsupervised Anomaly DetectionCode0
Synthetic Hyperspectral Array Video Database with Applications to Cross-Spectral Reconstruction and Hyperspectral Video CodingCode0
Targeted Image Reconstruction by Sampling Pre-trained Diffusion ModelCode0
The Dependence of Parallel Imaging with Linear Predictability on the Undersampling Direction—0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction—0
Centroid adapted frequency selective extrapolation for reconstruction of lost image areas—0
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging—0
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution—0
Biomedical Image Reconstruction: A Survey—0
Ground-Truth Free Meta-Learning for Deep Compressive Sampling—0
Learning Adaptive Dense Event Stereo From the Image Domain—0
Eulerian Single-Photon Vision—0
Masked Representation Learning for Domain Generalized Stereo Matching—0
Removing Anomalies as Noises for Industrial Defect Localization—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
A Lightweight Reconstruction Network for Surface Defect Inspection—0
Do DALL-E and Flamingo Understand Each Other?—0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm—0
Coded Illumination for 3D Lensless Imaging—0
Continual Learning Approaches for Anomaly DetectionCode0
Traffic sign detection and recognition using event camera image reconstruction—0
Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging—0
Universal Generative Modeling in Dual-domain for Dynamic MR Imaging—0
ADIR: Adaptive Diffusion for Image Reconstruction—0
CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation—0
Hybrid adiabatic quantum computing for tomographic image reconstruction -- opportunities and limitations—0
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation—0
3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping—0
3D GAN Inversion with Facial Symmetry Prior—0
Quasi Non-Negative Quaternion Matrix Factorization with Application to Color Face Recognition—0
Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus—0
Iterative Data Refinement for Self-Supervised MR Image Reconstruction—0
Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI—0
GAN Inversion for Image Editing via Unsupervised Domain Adaptation—0
Radon-based Image Reconstruction for MPI using a continuously rotating FFL—0
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images—0
Differentiable Uncalibrated ImagingCode0
Super-resolution Reconstruction of Single Image for Latent features—0
Vector-Valued Least-Squares Regression under Output Regularity Assumptions—0
3D-Aware Encoding for Style-based Neural Radiance Fields—0
Self-Supervised Isotropic Superresolution Fetal Brain MRI—0
On the Robustness of deep learning-based MRI Reconstruction to image transformations—0
HDRfeat: A Feature-Rich Network for High Dynamic Range Image Reconstruction—0
Spiking sampling network for image sparse representation and dynamic vision sensor data compression—0
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators—0
Generating Clear Images From Images With Distortions Caused by Adverse Weather Using Generative Adversarial Networks—0
1st Place Solutions for UG2+ Challenge 2022 ATMOSPHERIC TURBULENCE MITIGATION—0
Masked Transformer for image Anomaly Localization—0
Residual Back Projection With Untrained Neural Networks—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