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Image Reconstruction

Papers

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Showing 1501–1550 of 2143 papers

TitleStatusHype
Stable Optimization for Large Vision Model Based Deep Image Prior in Cone-Beam CT Reconstruction—0
Adaptive Multi-resolution Hash-Encoding Framework for INR-based Dental CBCT Reconstruction with Truncated FOV—0
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction—0
Adaptive Step-size Perception Unfolding Network with Non-local Hybrid Attention for Hyperspectral Image Reconstruction—0
Adaptive Wireless Image Semantic Transmission: Design, Simulation, and Prototype Validation—0
Additive Frequency Diverse Active Incoherent Millimeter-Wave Imaging—0
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models—0
A deep learning approach for detection and localization of leaf anomalies—0
A detail-enhanced sampling strategy in Hadamard single-pixel imaging—0
A Diffusion-Based Framework for Terrain-Aware Remote Sensing Image Reconstruction—0
ADIR: Adaptive Diffusion for Image Reconstruction—0
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI—0
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator—0
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition—0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data—0
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications—0
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge—0
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method—0
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB—0
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging—0
A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition—0
A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction—0
AH-GS: Augmented 3D Gaussian Splatting for High-Frequency Detail Representation—0
A hierarchical approach to deep learning and its application to tomographic reconstruction—0
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection—0
A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery—0
A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy—0
A Learning-Based 3D EIT Image Reconstruction Method—0
Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches—0
Fast and Accurate: Video Enhancement using Sparse Depth—0
A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction—0
A Lightweight Reconstruction Network for Surface Defect Inspection—0
A Lightweight Solution of Industrial Computed Tomography with Convolutional Neural Network—0
A Review of 3D Face Reconstruction From a Single Image—0
All-in-One Deep Learning Framework for MR Image Reconstruction—0
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model—0
Alljoined1 -- A dataset for EEG-to-Image decoding—0
All-optical complex field imaging using diffractive processors—0
ALMA: a mathematics-driven approach for determining tuning parameters in generalized LASSO problems, with applications to MRI—0
ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement—0
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift—0
A Masked Image Reconstruction Network for Document-level Relation Extraction—0
A Max-Product EM Algorithm for Reconstructing Markov-tree Sparse Signals from Compressive Samples—0
AmbientFlow: Invertible generative models from incomplete, noisy measurements—0
A Memory-Efficient Dynamic Image Reconstruction Method using Neural Fields—0
A Metaheuristic-Driven Approach to Fine-Tune Deep Boltzmann Machines—0
A Modular Conditional Diffusion Framework for Image Reconstruction—0
Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification—0
Amortized Proximal Optimization—0
Isotropic multichannel total variation framework for joint reconstruction of multicontrast parallel MRI—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