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Image Reconstruction

Papers

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Showing 1651–1700 of 2143 papers

TitleStatusHype
Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks—0
Block-wise Lensless Compressive Camera—0
Boosting HDR Image Reconstruction via Semantic Knowledge Transfer—0
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling—0
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet—0
Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance—0
Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis—0
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks—0
BSRA: Block-based Super Resolution Accelerator with Hardware Efficient Pixel Attention—0
Can fully convolutional networks perform well for general image restoration problems?—0
Can you tell a face from a HEVC bitstream?—0
Cascade Decoders-Based Autoencoders for Image Reconstruction—0
Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms—0
CASC: Condition-Aware Semantic Communication with Latent Diffusion Models—0
CAT: Content-Adaptive Image Tokenization—0
CED: Color Event Camera Dataset—0
Centroid adapted frequency selective extrapolation for reconstruction of lost image areas—0
Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser—0
CGAN-ECT: Tomography Image Reconstruction from Electrical Capacitance Measurements Using CGANs—0
CG-SENSE revisited: Results from the first ISMRM reproducibility challenge—0
Channel-Adaptive Wireless Image Semantic Transmission with Learnable Prompts—0
Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution—0
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation—0
Chili Pepper Disease Diagnosis via Image Reconstruction Using GrabCut and Generative Adversarial Serial Autoencoder—0
CIIDefence: Defeating Adversarial Attacks by Fusing Class-Specific Image Inpainting and Image Denoising—0
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging—0
Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks—0
Closed-Form Approximation of the Total Variation Proximal Operator—0
CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation—0
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence—0
CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI—0
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction—0
CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking—0
CNN with large memory layers—0
Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction—0
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction—0
Coded Illumination for 3D Lensless Imaging—0
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo—0
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement—0
Cogradient Descent for Bilinear Optimization—0
Coil Sketching for computationally-efficient MR iterative reconstruction—0
Color Filter Arrays for Quanta Image Sensors—0
Combining Deep Learning and Adaptive Sparse Modeling for Low-dose CT Reconstruction—0
Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications—0
Comparing DWI image quality of deep-learning-reconstructed EPI with RESOLVE in breast lesions at 3.0T: a pilot study—0
Comparison-based Image Quality Assessment for Parameter Selection—0
Comparison of Autoencoders for tokenization of ASL datasets—0
Complex Convolutional Neural Networks for Ultrafast Ultrasound Image Reconstruction from In-Phase/Quadrature Signal—0
Complex Fully Convolutional Neural Networks for MR Image Reconstruction—0
Compressed Domain Image Classification Using a Dynamic-Rate Neural Network—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