He Yang

Similarity-Based Unsupervised Band Selection for Hyperspectral Image Analysis

Qian Du, He Yang · IEEE Geoscience and Remote Sensing Letters · 2008 · 394 citations

Data Classification, Image Analysis, Machine Learning +14

Particle Swarm Optimization-Based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification

He Yang, Qian Du, Genshe Chen · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2012 · 142 citations

Search Optimization, Environmental Monitoring, Machine Learning +18

Unsupervised Hyperspectral Band Selection Using Graphics Processing Units

He Yang, Qian Du, Genshe Chen · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2011 · 105 citations

Image Analysis, Engineering, Data Science +13

Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery

Hongjun Su, He Yang, Qian Du et al. · IEEE Geoscience and Remote Sensing Letters · 2011 · 100 citations

Image Analysis, Clustering (Nuclear Physics), Data Science +13

Vehicle Type Classification Using Unsupervised Convolutional Neural Network

Zhen Dong, Mingtao Pei, He Yang et al. · 2014 · 81 citations

Vehicle Type Classification, Image Classification, Convolutional Neural Network +14