Shaoguang Huang

Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion

Jize Xue, Yongqiang Zhao, Shaoguang Huang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 196 citations · Full text

Sparse Representation, Engineering, Machine Learning +14

Subspace Clustering for Hyperspectral Images via Dictionary Learning With Adaptive Regularization

Shaoguang Huang, Hongyan Zhang, Aleksandra Pižurica · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 64 citations

Engineering, Unsupervised Machine Learning, Image Analysis +16

Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images

Shaoguang Huang, Hongyan Zhang, Aleksandra Pižurica · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019 · 37 citations

Effective Subspace, Sparse Representation, Image Analysis +11

Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection

Shaoguang Huang, Hongyan Zhang, Jize Xue et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 36 citations · Full text

Image Analysis, Machine Learning, Data Science +12

A Reconfigurable Sound Wave Decomposition Filterbank for Hearing Aids Based on Nonlinear Transformation

Shaoguang Huang, Tian Lan, Xiaojie Ma et al. · IEEE Transactions on Biomedical Circuits and Systems · 2015 · 34 citations

Engineering, Impaired People, Filter (Signal Processing) +16