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Image Reconstruction

Papers

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Showing 601–650 of 2143 papers

TitleStatusHype
Equivariant plug-and-play image reconstruction—0
ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing—0
200x Low-dose PET Reconstruction using Deep Learning—0
Enhancing Neural Autoregressive Distribution Estimators for Image Reconstruction—0
Cogradient Descent for Bilinear Optimization—0
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement—0
A deep learning approach for detection and localization of leaf anomalies—0
Enhancing Variational Autoencoders with Smooth Robust Latent Encoding—0
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo—0
Coded Illumination for 3D Lensless Imaging—0
A Nonlinear Weighted Total Variation Image Reconstruction Algorithm for Electrical Capacitance Tomography—0
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction—0
Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction—0
Accelerated MR Fingerprinting with Low-Rank and Generative Subspace Modeling—0
ENSURE: A General Approach for Unsupervised Training of Deep Image Reconstruction Algorithms—0
CNN with large memory layers—0
CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking—0
An iterative algorithm for computed tomography image reconstruction from limited-angle projections—0
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction—0
Anisotropic Mesh Adaptation for Image Representation—0
CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI—0
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence—0
An Improved Iterative Neural Network for High-Quality Image-Domain Material Decomposition in Dual-Energy CT—0
Two-stage dimension reduction for noisy high-dimensional images and application to Cryogenic Electron Microscopy—0
Entropy Transformer Networks: A Learning Approach via Tangent Bundle Data Manifold—0
ESC-MISR: Enhancing Spatial Correlations for Multi-Image Super-Resolution in Remote Sensing—0
CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation—0
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models—0
Closed-Form Approximation of the Total Variation Proximal Operator—0
Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks—0
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging—0
Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration—0
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging—0
Additive Frequency Diverse Active Incoherent Millimeter-Wave Imaging—0
CIIDefence: Defeating Adversarial Attacks by Fusing Class-Specific Image Inpainting and Image Denoising—0
Chili Pepper Disease Diagnosis via Image Reconstruction Using GrabCut and Generative Adversarial Serial Autoencoder—0
A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network—0
Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center—0
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba—0
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation—0
A New Image Codec Paradigm for Human and Machine Uses—0
Adaptive Wireless Image Semantic Transmission: Design, Simulation, and Prototype Validation—0
Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution—0
Channel-Adaptive Wireless Image Semantic Transmission with Learnable Prompts—0
A NEW BACKBONE FOR HYPERSPECTRAL IMAGE RECONSTRUCTION—0
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging—0
CG-SENSE revisited: Results from the first ISMRM reproducibility challenge—0
CGAN-ECT: Tomography Image Reconstruction from Electrical Capacitance Measurements Using CGANs—0
Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser—0
Centroid adapted frequency selective extrapolation for reconstruction of lost image areas—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