Multimodality medical image fusion based on multiscale geometric analysis of contourlet transform

Lixia Yang, Bingqian Guo, Wei Ni

Neurocomputing

Multiscale Geometric AnalysisMachine VisionImage AnalysisMedical ImagingEngineering +13

Intelligent fault diagnosis method of planetary gearboxes based on convolution neural network and discrete wavelet transform

Renxiang Chen, Xin Huang, Lixia Yang, +3

Computers in Industry

Fault DiagnosisCondition MonitoringEngineeringDiscrete Wavelet TransformFault Forecasting +5

Semi-Supervised Hyperspectral Image Classification Using Spatio-Spectral Laplacian Support Vector Machine

Lixia Yang, Shuyuan Yang, Penglei Jin, +1

IEEE Geoscience and Remote Sensing Letters

EngineeringMachine LearningSupport Vector MachineImage ClassificationImage Analysis +14

Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification

Lixia Yang, Shuyuan Yang, Sujing Li, +3

Knowledge-Based Systems

Sparse RepresentationImage AnalysisEngineeringPattern RecognitionSpectral Imaging +8

Sparse least square support vector machine via coupled compressive pruning

Lixia Yang, Shuyuan Yang, Rui Zhang, +1

Neurocomputing

Support Vector MachineSparse RepresentationEngineeringMachine LearningPattern Recognition +6

Looseness diagnosis method for connecting bolt of fan foundation based on sensitive mixed-domain features of excitation-response and manifold learning

Renxiang Chen, Siyang Chen, Lixia Yang, +3

Neurocomputing

EngineeringMechanical EngineeringStructural Health MonitoringLooseness Diagnosis MethodSensitive Mixed-domain Features +2

Semisupervised Dual-Geometric Subspace Projection for Dimensionality Reduction of Hyperspectral Image Data

Shuyuan Yang, Penglei Jin, Bin Li, +3

IEEE Transactions on Geoscience and Remote Sensing

Spectral TheoryEngineeringHid ClassificationHyperspectral Image DataImage Analysis +15

SSL Malicious Traffic Detection Based On Multi-view Features

Rui Dai, Chuan Gao, Bo Lang, +3

Internet Traffic AnalysisEngineeringMachine LearningEncrypted TrafficInformation Security +14

Unsupervised images segmentation via incremental dictionary learning based sparse representation

Shuyuan Yang, Yuan Lv, Yu Ren, +2

Information Sciences

Image ClassificationSparse RepresentationImage AnalysisFeature DetectionMachine Learning +8

Incremental laplacian regularization extreme learning machine for online learning

Lixia Yang, Shuyuan Yang, Sujing Li, +2

Applied Soft Computing

Incremental LearningEngineeringMachine LearningData ScienceExtreme Learning Machine +3