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Image Reconstruction

Papers

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Showing 701–750 of 2143 papers

TitleStatusHype
A Two-stage Deep Network for High Dynamic Range Image ReconstructionCode0
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase HypothesisCode0
Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkCode0
f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial NetworksCode0
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid NetworksCode0
GM-DF: Generalized Multi-Scenario Deepfake DetectionCode0
Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product—0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue—0
Deep learning based dictionary learning and tomographic image reconstruction—0
A Lightweight Solution of Industrial Computed Tomography with Convolutional Neural Network—0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation—0
Deep learning-based color holographic microscopy—0
Deep-learning-based Breast CT for Radiation Dose Reduction—0
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images—0
A Lightweight Reconstruction Network for Surface Defect Inspection—0
Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction—0
Deep kernel representations of latent space features for low-dose PET-MR imaging robust to variable dose reduction—0
Deep Kernel Representation for Image Reconstruction in PET—0
Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network—0
A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction—0
Deep Image Reconstruction using Unregistered Measurements without Groundtruth—0
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders—0
ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing—0
Fast and Accurate: Video Enhancement using Sparse Depth—0
A Comprehensive Survey on Magnetic Resonance Image Reconstruction—0
3D Magnetic Inverse Routine for Single-Segment Magnetic Field Images—0
Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset—0
Deep Generative Models for 3D Medical Image Synthesis—0
A Theory of Topological Derivatives for Inverse Rendering of Geometry—0
Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches—0
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial—0
Deep Event Stereo Leveraged by Event-to-Image Translation—0
A Tensor-Based Dictionary Learning Approach to Tomographic Image Reconstruction—0
Deep End-to-End Posterior ENergy (DEEPEN) for image recovery—0
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference—0
A Learning-Based 3D EIT Image Reconstruction Method—0
A Comprehensive Review of Generative AI in Healthcare—0
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data—0
Deep dual stream residual network with contextual attention for pansharpening of remote sensing images—0
Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications—0
A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy—0
Deep De-Aliasing for Fast Compressive Sensing MRI—0
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion—0
A Survey of fMRI to Image Reconstruction—0
Deep Convolutional Neural Network for Low Projection SPECT Imaging Reconstruction—0
A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery—0
A comprehensive benchmark analysis for sand dust image reconstruction—0
3D Image Reconstruction from X-Ray Measurements with Overlap—0
MR-EIT: Multi-Resolution Reconstruction for Electrical Impedance Tomography via Data-Driven and Unsupervised Dual-Mode Neural Networks—0
Deep convolutional demosaicking network for multispectral polarization filter array—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