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Image Reconstruction

Papers

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Showing 2001–2050 of 2143 papers

TitleStatusHype
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging—0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN—0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging—0
GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information—0
GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis—0
Gated Context Model with Embedded Priors for Deep Image Compression—0
Self-supervised learning of hologram reconstruction using physics consistency—0
General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model—0
Generalized Fourier-Bessel operator and almost-periodic interpolation and approximation—0
Generalized Hessian-Schatten Norm Regularization for Image Reconstruction—0
Generalized Optimization of High Capacity Compressive Imaging Systems—0
Generalized Ray Tracing with Basis functions for Tomographic Projections—0
Generating Clear Images From Images With Distortions Caused by Adverse Weather Using Generative Adversarial Networks—0
Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces—0
Generative adversarial network for segmentation of motion affected neonatal brain MRI—0
Generative adversarial network for super-resolution imaging through a fiber—0
Generative-Adversarial-Networks-based Ghost Recognition—0
Generative Learning of Differentiable Object Models for Compositional Interpretation of Complex Scenes—0
Generative-Model-Based Fully 3D PET Image Reconstruction by Conditional Diffusion Sampling—0
Generative Semantic Communication for Joint Image Transmission and Segmentation—0
Generative Transition Mechanism to Image-to-Image Translation via Encoded Transformation—0
GEOcc: Geometrically Enhanced 3D Occupancy Network with Implicit-Explicit Depth Fusion and Contextual Self-Supervision—0
Geometry-Aware Neighborhood Search for Learning Local Models for Image Reconstruction—0
Geometry of Deep Learning for Magnetic Resonance Fingerprinting—0
Ghost Imaging Based on Recurrent Neural Network—0
Goal-Oriented Semantic Communication for Wireless Image Transmission via Stable Diffusion—0
GPU Acceleration for Synthetic Aperture Sonar Image Reconstruction—0
Gradient-Domain Image Reconstruction Framework With Intensity-Range and Base-Structure Constraints—0
Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising—0
Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography—0
Graph-CNNs for RF Imaging: Learning the Electric Field Integral Equations—0
Graph convolutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography—0
Graph-Laplacian PCA: Closed-Form Solution and Robustness—0
Ground-Truth Free Meta-Learning for Deep Compressive Sampling—0
Guided Optical Flow Learning—0
Hand Gestures Recognition in Videos Taken with Lensless Camera—0
Handling Motion Blur in Multi-Frame Super-Resolution—0
Hardware Architecture Design of Model-Based Image Reconstruction Towards Palm-size Photoacoustic Tomography—0
Harnessing Sparsity over the Continuum: Atomic Norm Minimization for Super Resolution—0
HDCompression: Hybrid-Diffusion Image Compression for Ultra-Low Bitrates—0
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging—0
HDRfeat: A Feature-Rich Network for High Dynamic Range Image Reconstruction—0
HDRTransDC: High Dynamic Range Image Reconstruction with Transformer Deformation Convolution—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
Heterogeneous Light Fields—0
Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal—0
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation—0
Hierarchical Temperature Imaging Using Pseudo-Inversed Convolutional Neural Network Aided TDLAS Tomography—0
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models—0
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving—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