Sen Jia

Convolutional neural networks for hyperspectral image classification

Shiqi Yu, Sen Jia, Chunyan Xu · Neurocomputing · 2016 · 665 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +7

Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization

Yuntao Qian, Sen Jia, Jun Zhou et al. · IEEE Transactions on Geoscience and Remote Sensing · 2011 · 573 citations · Full text

Sparse Representation, Engineering, Matrix Factorization +11

Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

Sen Jia, Yuntao Qian · IEEE Transactions on Geoscience and Remote Sensing · 2008 · 363 citations

Mathematical Programming, Spectral Theory, Low-rank Approximation +13

A Novel Ranking-Based Clustering Approach for Hyperspectral Band Selection

Sen Jia, Guihua Tang, Jiasong Zhu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 355 citations

A survey: Deep learning for hyperspectral image classification with few labeled samples

Sen Jia, Shuguo Jiang, Zhijie Lin et al. · Neurocomputing · 2021 · 349 citations · Full text