Zhengming Xing

Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images

Mingyuan Zhou, Haojun Chen, John Paisley et al. · IEEE Transactions on Image Processing · 2011 · 384 citations · Full text

Nonparametric Bayesian Methods, Engineering, Machine Learning +20

Dictionary Learning for Noisy and Incomplete Hyperspectral Images

Zhengming Xing, Mingyuan Zhou, Alexey Castrodad et al. · SIAM Journal on Imaging Sciences · 2012 · 126 citations

Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery

Alexey Castrodad, Zhengming Xing, John B. Greer et al. · IEEE Transactions on Geoscience and Remote Sensing · 2011 · 121 citations

Source Separation, Engineering, Machine Learning +19

Gradient Boosting Neural Networks: GrowNet

Sarkhan Badirli, Xuanqing Liu, Zhengming Xing et al. · arXiv (Cornell University) · 2020 · 54 citations · Full text

Data Classification, Engineering, Machine Learning +14

Discriminative sparse representations in hyperspectral imagery

Alexey Castrodad, Zhengming Xing, John B. Greer et al. · 2010 · 19 citations

Engineering, Machine Learning, Atomic Decomposition +16