Yuntao Qian

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

Hyperspectral Image Classification Based on Structured Sparse Logistic Regression and Three-Dimensional Wavelet Texture Features

Yuntao Qian, Minchao Ye, Jun Zhou · IEEE Transactions on Geoscience and Remote Sensing · 2012 · 343 citations · Full text

Computer Vision, Machine Learning, Data Science +15

Hyperspectral Imagery Restoration Using Nonlocal Spectral-Spatial Structured Sparse Representation With Noise Estimation

Yuntao Qian, Minchao Ye · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2012 · 200 citations

Noise Estimation, Engineering, Atomic Decomposition +18

Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery

Yuntao Qian, Fengchao Xiong, Shan Zeng et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 192 citations

Image Analysis, Spatial Information, Data Science +14