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Image Reconstruction

Papers

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Showing 651–700 of 2143 papers

TitleStatusHype
Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance—0
Edge-based Denoising Image Compression—0
Comparing DWI image quality of deep-learning-reconstructed EPI with RESOLVE in breast lesions at 3.0T: a pilot study—0
Joint image reconstruction and segmentation of real-time cardiac MRI in free-breathing using a model based on disentangled representation learning—0
Quaternion Nuclear Norm minus Frobenius Norm Minimization for color image reconstruction—0
Deep kernel representations of latent space features for low-dose PET-MR imaging robust to variable dose reduction—0
MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling—0
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors—0
Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models—0
Sparse Signal Reconstruction for Overdispersed Low-photon Count Biomedical Imaging Using _p Total Variation—0
Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation—0
FCDM: A Physics-Guided Bidirectional Frequency Aware Convolution and Diffusion-Based Model for Sinogram Inpainting—0
Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network—0
General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model—0
Optimal OnTheFly Feedback Control of Event Sensors—0
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale RefinementCode0
Efficient Deep Model-Based Optoacoustic Image Reconstruction—0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation—0
Hardware Architecture Design of Model-Based Image Reconstruction Towards Palm-size Photoacoustic Tomography—0
Semantic Communication based on Large Language Model for Underwater Image Transmission—0
Monitoring of Hermit Crabs Using drone-captured imagery and Deep Learning based Super-Resolution Reconstruction and Improved YOLOv8—0
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image SegmentationCode0
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations—0
3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks—0
Goal-Oriented Semantic Communication for Wireless Image Transmission via Stable Diffusion—0
UlRe-NeRF: 3D Ultrasound Imaging through Neural Rendering with Ultrasound Reflection Direction Parameterization—0
A Plug-and-Play Method for Rare Human-Object Interactions Detection by Bridging Domain GapCode0
S3PET: Semi-supervised Standard-dose PET Image Reconstruction via Dose-aware Token Swap—0
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders—0
ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement—0
Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems—0
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models—0
How to Blend Concepts in Diffusion ModelsCode0
Learned HDR Image Compression for Perceptually Optimal Storage and Display—0
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape PerspectiveCode0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy—0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining—0
Model Inversion Attacks Through Target-Specific Conditional Diffusion ModelsCode0
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression—0
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities—0
Physics-Inspired Generative Models in Medical Imaging: A Review—0
Semantic Feature Division Multiple Access for Multi-user Digital Interference Networks—0
Inter and Intra Prior Learning-based Hyperspectral Image Reconstruction Using Snapshot SWIR Metasurface—0
Iteratively Refined Image Reconstruction with Learned Attentive Regularizers—0
Towards Physics-informed Cyclic Adversarial Multi-PSF Lensless Imaging—0
Limited-View Photoacoustic Imaging Reconstruction Via High-quality Self-supervised Neural Representation—0
Adaptive Step-size Perception Unfolding Network with Non-local Hybrid Attention for Hyperspectral Image Reconstruction—0
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine ImagingCode0
IMC 2024 Methods & Solutions Review—0
Joint Segmentation and Image Reconstruction with Error Prediction in Photoacoustic Imaging using Deep Learning—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