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Papers

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Showing 401–425 of 1336 papers

TitleStatusHype
Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural NetworksCode0
Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary LabelsCode0
Pretext Task Adversarial Learning for Unpaired Low-field to Ultra High-field MRI SynthesisCode0
Principal Component Analysis Using Structural Similarity Index for ImagesCode0
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial NetworksCode0
Image Compressed Sensing with Multi-scale Dilated Convolutional Neural NetworkCode0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
A Practical Framework for Unsupervised Structure Preservation Medical Image EnhancementCode0
BitNet: Learning-Based Bit-Depth ExpansionCode0
pyMEAL: A Multi-Encoder Augmentation-Aware Learning for Robust and Generalizable Medical Image TranslationCode0
CT Reconstruction from Few Planar X-rays with Application towards Low-resource RadiotherapyCode0
Appeal prediction for AI up-scaled ImagesCode0
Fully Convolutional Measurement Network for Compressive Sensing Image ReconstructionCode0
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image TransformationCode0
Fine Tuning Text-to-Image Diffusion Models for Correcting Anomalous ImagesCode0
A Physics-Informed Deep Learning Model for MRI Brain Motion CorrectionCode0
Cross Spectral Image Reconstruction Using a Deep Guided Neural NetworkCode0
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledgeCode0
Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual LossCode0
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera ArraysCode0
fastWDM3D: Fast and Accurate 3D Healthy Tissue InpaintingCode0
Generalized Octave Convolutions for Learned Multi-Frequency Image CompressionCode0
EyeBench: A Call for More Rigorous Evaluation of Retinal Image EnhancementCode0
Exploring Linear Attention Alternative for Single Image Super-ResolutionCode0
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality AssessmentCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RectiNetSSIM0.55—Unverified
2RectiNet-v2SSIM0.51—Unverified
3DewarpNetSSIM0.49—Unverified
4DocUNetSSIM0.41—Unverified