Simultaneous denoising and super-resolution of optical coherence tomography images based on generative adversarial network

Yongqiang Huang, Zexin Lu, Zhimin Shao, +4

Optics Express

EngineeringSparse ImagingSuper-resolution ImagingDeblurringImage Analysis +15

MD-Recon-Net: A Parallel Dual-Domain Convolutional Neural Network for Compressed Sensing MRI

Maosong Ran, Wenjun Xia, Yongqiang Huang, +6

IEEE Transactions on Radiation and Plasma Medical Sciences

Image ReconstructionConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +18

MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction

Wenjun Xia, Zexin Lu, Yongqiang Huang, +6

IEEE Transactions on Medical Imaging

Computed TomographyImage ReconstructionEngineeringGraph ConvolutionPatch Manifolds +16

Multi-task short-term reactive and active load forecasting method based on attention-LSTM model

Jiaqi Qin, Yi Zhang, Shixiong Fan, +4

International Journal of Electrical Power & Energy Systems

Multi-task Short-term ReactiveEngineeringMachine LearningDemand ForecastingEnergy Forecasting +6

CT Reconstruction With PDF: Parameter-Dependent Framework for Data From Multiple Geometries and Dose Levels

Wenjun Xia, Zexin Lu, Yongqiang Huang, +4

IEEE Transactions on Medical Imaging

Computed TomographyImage ReconstructionEngineeringMachine LearningCt Reconstruction Network +18

Residual Encoder–Decoder Conditional Generative Adversarial Network for Pansharpening

Zhimin Shao, Zexin Lu, Maosong Ran, +3

IEEE Geoscience and Remote Sensing Letters

Convolutional Neural NetworkSatellite SensorImage AnalysisMachine LearningData Science +11

Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images

Yongqiang Huang, Wenjun Xia, Zexin Lu, +5

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringCoherenceDeblurringImage Analysis +20

IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction

Tao Wang, Zexin Lu, Ziyuan Yang, +7

IEEE Transactions on Radiation and Plasma Medical Sciences

Computed TomographyImage ReconstructionConvolutional Neural NetworkEngineeringMicroscopy +15

M₃NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising

Zexin Lu, Wenjun Xia, Yongqiang Huang, +5

IEEE Transactions on Medical Imaging

Computed TomographyConvolutional Neural NetworkEngineeringDiagnostic ImagingImage Analysis +17

CO₃Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition

Ziyuan Yang, Wenjun Xia, Yifan Qiao, +4

IEEE Transactions on Instrumentation and Measurement