SOTAVerified

Image Reconstruction

Papers

Showing 751775 of 2143 papers

TitleStatusHype
Comparison of Autoencoders for tokenization of ASL datasets0
FashionFAE: Fine-grained Attributes Enhanced Fashion Vision-Language Pre-training0
SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings0
Fast 3D Volumetric Image Reconstruction from 2D MRI Slices by Parallel Processing0
Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs0
Anti-biofouling Lensless Camera System with Deep Learning based Image Reconstruction0
Can fully convolutional networks perform well for general image restoration problems?0
Complex Convolutional Neural Networks for Ultrafast Ultrasound Image Reconstruction from In-Phase/Quadrature Signal0
An axially-variant kernel imaging model applied to ultrasound image reconstruction0
2.5D Deep Learning for CT Image Reconstruction using a Multi-GPU implementation0
1st Place Solutions for UG2+ Challenge 2022 ATMOSPHERIC TURBULENCE MITIGATION0
Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications0
Fast High-Quality Enhanced Imaging Algorithm for Layered Dielectric Targets Based on MMW MIMO-SAR System0
Fast Marching based Tissue Adaptive Delay Estimation for Aberration Corrected Delay and Sum Beamforming in Ultrasound Imaging0
Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior0
Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization0
Anatomy and Physiology of Artificial Intelligence in PET Imaging0
Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction0
Fast Object Classification in Single-pixel Imaging0
Compressed Sensing, ASBSR-method of image sampling and reconstruction and the problem of digital image acquisition with the lowest possible sampling rate0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN0
Compressed sensing for longitudinal MRI: An adaptive-weighted approach0
Fast Sampling generative model for Ultrasound image reconstruction0
Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)0
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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