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Image Reconstruction

Papers

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Showing 901–950 of 2143 papers

TitleStatusHype
A Probabilistic Deep Image Prior over Image Space—0
Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction—0
Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach—0
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications—0
High-Precision Automated Reconstruction of Neurons with Flood-filling Networks—0
High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation—0
High-Quality Pluralistic Image Completion via Code Shared VQGAN—0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging—0
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction—0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN—0
High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras—0
High-speed real-time single-pixel microscopy based on Fourier sampling—0
HIP: Hierarchical Point Modeling and Pre-training for Visual Information Extraction—0
HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation—0
Conditional Variational Autoencoder for Learned Image Reconstruction—0
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks—0
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging—0
Fully Convolutional Network for Removing DCT Artefacts From Images—0
Fully Automated Image De-fencing using Conditional Generative Adversarial Networks—0
MRI Reconstruction with Side Information using Diffusion Models—0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data—0
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation—0
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision—0
Human from Blur: Human Pose Tracking from Blurry Images—0
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders—0
Towards improved lossy image compression: Human image reconstruction with public-domain images—0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm—0
Computing support for advanced medical data analysis and imaging—0
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction—0
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference—0
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction—0
Hybrid Loss for Learning Single-Image-based HDR Reconstruction—0
A Primal-dual algorithm for image reconstruction with ICNNs—0
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications—0
Computed tomography using meta-optics—0
Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound—0
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network—0
Hyperspectral image reconstruction for spectral camera based on ghost imaging via sparsity constraints using V-DUnet—0
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction—0
Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering—0
Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior—0
Hyperspectral Image Reconstruction Using Deep External and Internal Learning—0
Approximate Extraction of Late-Time Returns via Morphological Component Analysis—0
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition—0
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction—0
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization—0
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks—0
Computational imaging with the human brain—0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography—0
Computational Imaging Through Atmospheric Turbulence—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