SOTAVerified

Image Reconstruction

Papers

Showing 14511475 of 2143 papers

TitleStatusHype
What Is the Space of Attenuation Coefficients in Underwater Computer Vision?0
When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-view CT0
When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method0
When Wireless Communications Meet Computer Vision in Beyond 5G0
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding0
WSCLoc: Weakly-Supervised Sparse-View Camera Relocalization0
XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI0
X-GANs: Image Reconstruction Made Easy for Extreme Cases0
X-Ray2EM: Uncertainty-Aware Cross-Modality Image Reconstruction from X-Ray to Electron Microscopy in Connectomics0
XTransCT: Ultra-Fast Volumetric CT Reconstruction using Two Orthogonal X-Ray Projections for Image-guided Radiation Therapy via a Transformer Network0
0.8% Nyquist computational ghost imaging via non-experimental deep learning0
LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks with TTFS Coding0
LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior0
LE2Fusion: A novel local edge enhancement module for infrared and visible image fusion0
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction0
Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues0
Learned Correction Methods for Ultrasound Computed Tomography Imaging Using Simplified Physics Models0
Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging0
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography0
Learned HDR Image Compression for Perceptually Optimal Storage and Display0
Learned Image Compression for Machine Perception0
Learned reconstruction methods with convergence guarantees0
Learning Adaptive Dense Event Stereo From the Image Domain0
Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging0
Learning-based Image Reconstruction via Parallel Proximal Algorithm0
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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