SOTAVerified

Image Reconstruction

Papers

Showing 826850 of 2143 papers

TitleStatusHype
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model0
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty EstimationCode0
A Performance Evaluation of Filtered Delay Multiply and Sum Beamforming for Ultrasound Localization Microscopy: Preliminary Results0
Image space formalism of convolutional neural networks for k-space interpolation0
MIP: CLIP-based Image Reconstruction from PEFT Gradients0
Sparse2Inverse: Self-supervised inversion of sparse-view CT data0
Spherical Geometry Algorithm for Space-borne Synthetic Aperture Radar Imaging0
Learning to See Through Dazzle0
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI0
Technical Note: An Efficient Implementation of the Spherical Radon Transform with Cylindrical Apertures0
Transformer-based Learned Image Compression for Joint Decoding and Denoising0
A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography0
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement0
Compressive Recovery of Signals Defined on Perturbed Graphs0
HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation0
Memory-efficient deep end-to-end posterior network (DEEPEN) for inverse problems0
MIRT: a simultaneous reconstruction and affine motion compensation technique for four dimensional computed tomography (4DCT)0
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction0
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning0
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction0
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography0
All-optical complex field imaging using diffractive processors0
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PETCode0
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography0
Study of the gOMP Algorithm for Recovery of Compressed Sensed Hyperspectral Images0
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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