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Image Reconstruction

Papers

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Showing 901–950 of 2143 papers

TitleStatusHype
BSRA: Block-based Super Resolution Accelerator with Hardware Efficient Pixel Attention—0
Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction—0
Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach—0
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography—0
High-Precision Automated Reconstruction of Neurons with Flood-filling Networks—0
High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation—0
High-Quality Pluralistic Image Completion via Code Shared VQGAN—0
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data—0
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction—0
Dual-space Compressed Sensing—0
Accelerated Alternating Minimization for X-ray Tomographic Reconstruction—0
High-speed real-time single-pixel microscopy based on Fourier sampling—0
HIP: Hierarchical Point Modeling and Pre-training for Visual Information Extraction—0
HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation—0
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining—0
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks—0
Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging—0
Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI—0
Data-Driven Bilateral Generalized Two-Dimensional Quaternion Principal Component Analysis with Application to Color Face Recognition—0
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks—0
Analysis Operator Learning and Its Application to Image Reconstruction—0
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation—0
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision—0
Human from Blur: Human Pose Tracking from Blurry Images—0
Image reconstruction from limited range projections using orthogonal moments—0
Towards improved lossy image compression: Human image reconstruction with public-domain images—0
Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction—0
Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN—0
Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis—0
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference—0
Dual Contradistinctive Generative Autoencoder—0
Dual Codebook VQ: Enhanced Image Reconstruction with Reduced Codebook Size—0
Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond—0
DEALing with Image Reconstruction: Deep Attentive Least Squares—0
Signal Reconstruction from Samples at Unknown Locations with Application to 2D Unknown View Tomography—0
Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance—0
DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection—0
Hyperspectral image reconstruction for spectral camera based on ghost imaging via sparsity constraints using V-DUnet—0
Hyperspectral Image Reconstruction for Predicting Chick Embryo Mortality Towards Advancing Egg and Hatchery Industry—0
Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering—0
Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior—0
Hyperspectral Image Reconstruction Using Deep External and Internal Learning—0
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission—0
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding—0
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet—0
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization—0
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers—0
I Can See Clearly Now : Image Restoration via De-Raining—0
Image reconstruction from few views by L0-norm optimization—0
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning—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