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Xin-Ru Feng
Institution:
Sichuan Normal University
Observed institutions:
Southwest Jiaotong University,
Sichuan Normal University
ORCID:
0000-0001-8799-667X
Observed ORCID:
0000-0001-8799-667X
OpenAlex ID:
A5035081074
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review
2022
·
Xin-Ru Feng
, Heng-Chao Li
, et al.
·
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
·
168
PDF
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation
2018
·
Xin-Ru Feng
, Heng-Chao Li
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
147
Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing
2021
·
Heng-Chao Li
, Xin-Ru Feng
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
30
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization
2024
·
Si-Jia Xiang
, Heng-Chao Li
, et al.
·
Information Sciences
·
28
Sparsity-Constrained Coupled Nonnegative Matrix–Tensor Factorization for Hyperspectral Unmixing
2020
·
Heng-Chao Li
, Shuang Liu
, et al.
·
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
·
28
PDF
Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing
2020
·
Xin-Ru Feng
, Heng-Chao Li
, et al.
·
IEEE Geoscience and Remote Sensing Letters
·
19
Superpixel-Based Low-Rank Tensor Factorization for Blind Nonlinear Hyperspectral Unmixing
2024
·
Heng-Chao Li
, Xin-Ru Feng
, et al.
·
IEEE Sensors Journal
·
15
Superpixel-Based Autoencoder-Like Nonnegative Tensor Factorization for Hyperspectral Unmixing
2025
·
Xin-Ru Feng
, Heng-Chao Li
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
5
Hyperspectral Unmixing Based on Sparsity-Constrained Nonnegative Matrix Factorization with Adaptive Total Variation
2019
·
Xin-Ru Feng
, Heng-Chao Li
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
3
Correction to “Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing”
2021
·
Xin-Ru Feng
, Heng-Chao Li
, et al.
·
IEEE Geoscience and Remote Sensing Letters
·
1
PDF
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Works count:
10
Citation count:
444
H-index:
7
I10-index:
7
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