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Image Reconstruction

Papers

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Showing 651–700 of 2143 papers

TitleStatusHype
Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution—0
Channel-Adaptive Wireless Image Semantic Transmission with Learnable Prompts—0
A NEW BACKBONE FOR HYPERSPECTRAL IMAGE RECONSTRUCTION—0
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging—0
CGAN-ECT: Tomography Image Reconstruction from Electrical Capacitance Measurements Using CGANs—0
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers—0
Fast High-Quality Enhanced Imaging Algorithm for Layered Dielectric Targets Based on MMW MIMO-SAR System—0
Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser—0
Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach—0
Centroid adapted frequency selective extrapolation for reconstruction of lost image areas—0
Adaptive Step-size Perception Unfolding Network with Non-local Hybrid Attention for Hyperspectral Image Reconstruction—0
Fast Marching based Tissue Adaptive Delay Estimation for Aberration Corrected Delay and Sum Beamforming in Ultrasound Imaging—0
Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction—0
Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images -- Part I: Homogeneous Diffusion Inpainting—0
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations—0
CED: Color Event Camera Dataset—0
Efficient Image Set Classification using Linear Regression based Image Reconstruction—0
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation—0
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction—0
Efficient Deep Model-Based Optoacoustic Image Reconstruction—0
Accurate and Fast reconstruction of Porous Media from Extremely Limited Information Using Conditional Generative Adversarial Network—0
Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI—0
CAT: Content-Adaptive Image Tokenization—0
Efficient training for future video generation based on hierarchical disentangled representation of latent variables—0
FashionFAE: Fine-grained Attributes Enhanced Fashion Vision-Language Pre-training—0
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging—0
CG-SENSE revisited: Results from the first ISMRM reproducibility challenge—0
_0 Sparsifying Transform Learning with Efficient Optimal Updates and Convergence Guarantees—0
Empirical robustification of pre-trained classifiers—0
Empirical Studies on the Convergence of Feature Spaces in Deep Learning—0
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI—0
End2end-ALARA: Approaching the ALARA Law in CT Imaging with End-to-end Learning—0
End-to-End AI-based MRI Reconstruction and Lesion Detection Pipeline for Evaluation of Deep Learning Image Reconstruction—0
Fast 3D Volumetric Image Reconstruction from 2D MRI Slices by Parallel Processing—0
CASC: Condition-Aware Semantic Communication with Latent Diffusion Models—0
End-to-End Learning-Based Ultrasound Reconstruction—0
An End-to-End Network for Upright Adjustment of Panoramic Images—0
End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks—0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network—0
Energy-based Dropout in Restricted Boltzmann Machines: Why not go random—0
Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus—0
Efficient and Accurate Hyperspectral Pansharpening Using 3D VolumeNet and 2.5D Texture Transfer—0
Efficient Algorithms for Convolutional Inverse Problems in Multidimensional Imaging—0
Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network—0
Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms—0
Enhancing Blind Source Separation with Dissociative Principal Component Analysis—0
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow—0
Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration—0
Cascade Decoders-Based Autoencoders for Image Reconstruction—0
Adaptive Multi-resolution Hash-Encoding Framework for INR-based Dental CBCT Reconstruction with Truncated FOV—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