Lixia Yang

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

Lixia Yang, Bingqian Guo, Wei Ni · Neurocomputing · 2008 · 373 citations

Multiscale Geometric Analysis, Machine Vision, Image Analysis +15

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

Renxiang Chen, Xin Huang, Lixia Yang et al. · Computers in Industry · 2019 · 241 citations

Fault Diagnosis, Condition Monitoring, Engineering +7

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

Lixia Yang, Shuyuan Yang, Penglei Jin et al. · IEEE Geoscience and Remote Sensing Letters · 2013 · 116 citations

Engineering, Machine Learning, Support Vector Machine +16

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

Lixia Yang, Shuyuan Yang, Sujing Li et al. · Knowledge-Based Systems · 2015 · 43 citations

Sparse Representation, Image Analysis, Engineering +10

Sparse least square support vector machine via coupled compressive pruning

Lixia Yang, Shuyuan Yang, Rui Zhang et al. · Neurocomputing · 2014 · 39 citations

Support Vector Machine, Sparse Representation, Engineering +8