H. Lexie Yang

Active Learning: Any Value for Classification of Remotely Sensed Data?

Melba M. Crawford, Devis Tuia, H. Lexie Yang · Proceedings of the IEEE · 2013 · 171 citations · Full text

Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data

Yuhang Zhang, H. Lexie Yang, Saurabh Prasad et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2014 · 89 citations

Engineering, Machine Learning, Image Analysis +20

Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification

H. Lexie Yang, Melba M. Crawford · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 75 citations

Large-scale solar panel mapping from aerial images using deep convolutional networks

Jiangye Yuan, H. Lexie Yang, Olufemi A. Omitaomu et al. · 2016 · 66 citations

Geometric Learning, Convolutional Neural Network, Engineering +17

An adaptive adversarial domain adaptation approach for corn yield prediction

Yuchi Ma, Zhou Zhang, H. Lexie Yang et al. · Computers and Electronics in Agriculture · 2021 · 62 citations · Full text

Engineering, Machine Learning, Data Science +7