SOTAVerified

Image Reconstruction

Papers

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Showing 1951–2000 of 2143 papers

TitleStatusHype
EventZoom: Learning To Denoise and Super Resolve Neuromorphic Events—0
Ev-NeRF: Event Based Neural Radiance Field—0
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction—0
Exploring the Common Principal Subspace of Deep Features in Neural Networks—0
Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery—0
Extra Proximal-Gradient Inspired Non-local Network—0
FaceLift: Single Image to 3D Head with View Generation and GS-LRM—0
Facial Expression Recognition Using Disentangled Adversarial Learning—0
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency—0
FashionFAE: Fine-grained Attributes Enhanced Fashion Vision-Language Pre-training—0
Fast 3D Volumetric Image Reconstruction from 2D MRI Slices by Parallel Processing—0
Fast and High-Quality Blind Multi-Spectral Image Pansharpening—0
Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications—0
Fast High-Quality Enhanced Imaging Algorithm for Layered Dielectric Targets Based on MMW MIMO-SAR System—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
Fast Object Classification in Single-pixel Imaging—0
Fast PET reconstruction using Multi-scale Fully Convolutional Neural Networks—0
Fast Sampling generative model for Ultrasound image reconstruction—0
Fast X-ray CT image reconstruction using the linearized augmented Lagrangian method with ordered subsets—0
FCDM: A Physics-Guided Bidirectional Frequency Aware Convolution and Diffusion-Based Model for Sinogram Inpainting—0
Feature-Driven Super-Resolution for Object Detection—0
Feature Extraction Matters More: Universal Deepfake Disruption through Attacking Ensemble Feature Extractors—0
Feature reconstruction from incomplete tomographic data without detour—0
FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction—0
Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction—0
FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder—0
Few-shot Image Generation via Style Adaptation and Content Preservation—0
Few-shot Shape Recognition by Learning Deep Shape-aware Features—0
Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network—0
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation—0
Fidelity Imposed Network Edit (FINE) for Solving Ill-Posed Image Reconstruction—0
Fingerprint Recognition under Missing Image Pixels Scenario—0
Finite Hilbert Transform in Weighted L2 Spaces—0
FixPix: Fixing Bad Pixels using Deep Learning—0
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN—0
Focus On What Matters: Separated Models For Visual-Based RL Generalization—0
Foreground-attention in neural decoding: Guiding Loop-Enc-Dec to reconstruct visual stimulus images from fMRI—0
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization—0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography—0
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks—0
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction—0
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network—0
Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound—0
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications—0
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction—0
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction—0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm—0
Fully Automated Image De-fencing using Conditional Generative Adversarial Networks—0
Fully Convolutional Network for Removing DCT Artefacts From Images—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