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Image Reconstruction

Papers

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Showing 351–400 of 2143 papers

TitleStatusHype
Learning A Low-Level Vision Generalist via Visual Task PromptCode1
Efficient Deep Model-Based Optoacoustic Image Reconstruction—0
Hardware Architecture Design of Model-Based Image Reconstruction Towards Palm-size Photoacoustic Tomography—0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation—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
SwinSF: Image Reconstruction from Spatial-Temporal Spike StreamsCode1
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models—0
How to Blend Concepts in Diffusion ModelsCode0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy—0
Learned HDR Image Compression for Perceptually Optimal Storage and Display—0
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape PerspectiveCode0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining—0
Model Inversion Attacks Through Target-Specific Conditional Diffusion ModelsCode0
Sliding Gaussian ball adaptive growth (SlingBAG): point cloud-based iterative algorithm for large-scale 3D photoacoustic imagingCode1
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
IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural RepresentationsCode1
IMC 2024 Methods & Solutions Review—0
Joint Segmentation and Image Reconstruction with Error Prediction in Photoacoustic Imaging using Deep Learning—0
GM-DF: Generalized Multi-Scenario Deepfake DetectionCode0
CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRICode0
ALMA: a mathematics-driven approach for determining tuning parameters in generalized LASSO problems, with applications to MRI—0
Sparse-view Signal-domain Photoacoustic Tomography Reconstruction Method Based on Neural Representation—0
Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach—0
Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image PreprocessingCode0
The MRI Scanner as a Diagnostic: Image-less Active Sampling—0
On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction—0
Stochastic Optimisation Framework using the Core Imaging Library and Synergistic Image Reconstruction Framework for PET Reconstruction—0
Video Generation with Learned Action Prior—0
Self-Supervised Pretext Tasks for Alzheimer's Disease Classification using 3D Convolutional Neural Networks on Large-Scale Synthetic Neuroimaging Dataset—0
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging—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