SOTAVerified

Image Reconstruction

Papers

Showing 926950 of 2143 papers

TitleStatusHype
Towards improved lossy image compression: Human image reconstruction with public-domain images0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm0
Computing support for advanced medical data analysis and imaging0
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction0
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference0
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction0
Hybrid Loss for Learning Single-Image-based HDR Reconstruction0
A Primal-dual algorithm for image reconstruction with ICNNs0
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications0
Computed tomography using meta-optics0
Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound0
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network0
Hyperspectral image reconstruction for spectral camera based on ghost imaging via sparsity constraints using V-DUnet0
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction0
Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering0
Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior0
Hyperspectral Image Reconstruction Using Deep External and Internal Learning0
Approximate Extraction of Late-Time Returns via Morphological Component Analysis0
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition0
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction0
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization0
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks0
Computational imaging with the human brain0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography0
Computational Imaging Through Atmospheric Turbulence0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64Unverified
2VQGAN-LC (16x16)FID2.62Unverified
3MaskGIT-VQGAN (16x16)FID2.28Unverified
4RQ-VAE (8x8x16)FID1.83Unverified
5TiTok-S-128FID1.71Unverified
6MaskBit (16x16)FID1.66Unverified
7ViT-VQGAN (16x16)FID1.28Unverified
8Open-Magvit2 (16x16)FID1.17Unverified
9Mo-VQGAN (16x16x4)FID1.12Unverified
10IBQ (16x16)FID1Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85Unverified
2VQGAN (16x16)rFID5.95Unverified
3LlamaGen (16x16)rFID5.59Unverified
4Open-Magvit2 (16x16)rFID4.18Unverified
5MGVQ (16x16x4)rFID1.59Unverified
6SD-VAE (16x16)rFID1.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31Unverified
2bFTFID74.9Unverified
3Xian et al._FID60.85Unverified
4PI-RECFID0.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49Unverified
2bFTFID121.2Unverified
3Xian et al._FID44.76Unverified
4PI-RECFID0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28Unverified
2AugVAE-MLFID1.04Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61Unverified