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Image Reconstruction

Papers

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Showing 1251–1300 of 2143 papers

TitleStatusHype
Stroke-based Cyclic Amplifier: Image Super-Resolution at Arbitrary Ultra-Large Scales—0
Structurally Adaptive Multi-Derivative Regularization for Image Recovery from Sparse Fourier Samples—0
Structure-Aware Correspondence Learning for Relative Pose Estimation—0
Structure-aware Image Inpainting with Two Parallel Streams—0
Structured signal recovery from quadratic measurements: Breaking sample complexity barriers via nonconvex optimization—0
Study of the gOMP Algorithm for Recovery of Compressed Sensed Hyperspectral Images—0
StyleGAN-induced data-driven regularization for inverse problems—0
SUD^2: Supervision by Denoising Diffusion Models for Image Reconstruction—0
Supervision by Denoising for Medical Image Segmentation—0
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting—0
SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction—0
Super-Resolution Analysis via Machine Learning: A Survey for Fluid Flows—0
Super-Resolution Image Reconstruction Based on Self-Calibrated Convolutional GAN—0
Super-Resolution of Wavelet-Encoded Images—0
Super-resolution Reconstruction of Single Image for Latent features—0
Super-resolved multi-temporal segmentation with deep permutation-invariant networks—0
Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images—0
Super-temporal-resolution Photoacoustic Imaging with Dynamic Reconstruction through Implicit Neural Representation in Sparse-view—0
Supervised Convolutional Sparse Coding—0
Supervised learning of analysis-sparsity priors with automatic differentiation—0
Supervised Learning of Sparsity-Promoting Regularizers for Denoising—0
Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks—0
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction—0
SweetTokenizer: Semantic-Aware Spatial-Temporal Tokenizer for Compact Visual Discretization—0
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion—0
Switchable deep beamformer for high-quality and real-time passive acoustic mapping—0
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment—0
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks—0
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks—0
Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems—0
Take What You Need: Flexible Multi-Task Semantic Communications with Channel Adaptation—0
Task adapted reconstruction for inverse problems—0
Task-based Generation of Optimized Projection Sets using Differentiable Ranking—0
Task-Based Optimization of Computed Tomography Imaging Systems—0
Task Conditioned Stochastic Subsampling—0
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern—0
Co-learning Single-Step Diffusion Upsampler and Downsampler with Two Discriminators and Distillation—0
Technical Note: An Efficient Implementation of the Spherical Radon Transform with Cylindrical Apertures—0
TELET: A Monotonic Algorithm to Design Large Dimensional Equiangular Tight Frames for Applications in Compressed Sensing—0
Tell Me What You See: Text-Guided Real-World Image Denoising—0
Temperature-Based Deep Boltzmann Machines—0
Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction—0
Tensor Based Second Order Variational Model for Image Reconstruction—0
Test-Time Training on Video Streams—0
Text detection and recognition based on a lensless imaging system—0
Text-to-image Editing by Image Information Removal—0
Texture-guided Coding for Deep Features—0
Texture Hallucination for Large-Factor Painting Super-Resolution—0
TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems—0
The Dependence of Parallel Imaging with Linear Predictability on the Undersampling Direction—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