Xiyan He

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

Junshi Xia, Peijun Du, Xiyan He et al. · IEEE Geoscience and Remote Sensing Letters · 2013 · 210 citations

Ensemble Learning Approach, Engineering, Machine Learning +17

A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors

Xiyan He, Laurent Condat, José M. Bioucas‐Dias et al. · IEEE Transactions on Image Processing · 2014 · 165 citations

Engineering, Multispectral Imaging, Multi-image Fusion +24

Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles

Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot et al. · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 150 citations

Engineering, Machine Learning, Random Subspace Ensembles +17

Spectral–Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields

Junshi Xia, Jocelyn Chanussot, Peijun Du et al. · IEEE Transactions on Geoscience and Remote Sensing · 2014 · 130 citations

Engineering, Machine Learning, Feature Extraction +19

Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples

Junshi Xia, Jocelyn Chanussot, Peijun Du et al. · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 100 citations

Engineering, Machine Learning, Random Subspace Svm +18