Xin-Ru Feng

Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation

Xin-Ru Feng, Heng-Chao Li, Jun Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 140 citations

Sparse Representation, Image Analysis, Machine Learning +13

Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing

Heng-Chao Li, Xin-Ru Feng, Donghai Zhai et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 27 citations

Image Analysis, Machine Learning, Data Science +12

Sparsity-Constrained Coupled Nonnegative Matrix–Tensor Factorization for Hyperspectral Unmixing

Heng-Chao Li, Shuang Liu, Xin-Ru Feng et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 26 citations · Full text

Image Analysis, Machine Learning, Data Science +14

Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing

Xin-Ru Feng, Heng-Chao Li, Shuang Liu et al. · IEEE Geoscience and Remote Sensing Letters · 2020 · 18 citations

Image Analysis, Engineering, Data Science +14

Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization

Si-Jia Xiang, Heng-Chao Li, Jing‐Hua Yang et al. · Information Sciences · 2024 · 18 citations

Engineering, Matrix Factorization, Machine Learning +2