Bin Yang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Nonnegative Matrix Factorization

Target Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Minglei Li, Bin Yang, Bin Wang
EMLM-Net: An Extended Multilinear Mixing Model-Inspired Dual-Stream Network for Unsupervised Nonlinear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Minglei Li, Bin Yang, Bin Wang
A Coarse-to-Fine Scheme for Unsupervised Nonlinear Hyperspectral Unmixing Based on an Extended Multilinear Mixing Model. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Danni Jin, Bin Yang
Graph Attention Convolutional Autoencoder-Based Unsupervised Nonlinear Unmixing for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhangqiang Yin, Bin Yang
Unsupervised Nonlinear Hyperspectral Unmixing with Reduced Spectral Variability via Superpixel-Based Fisher Transformation. Remote. Sens. 15 (20) (2023)
Yapeng Miao, Bin Yang
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Muhammad Sohail, Zhao Chen, Bin Yang, Guohua Liu
Multiscale spectral-spatial feature learning for hyperspectral image classification. Displays 74 (2022)
Minglei Li, Bin Yang, Bin Wang
Spectral-Spatial Reweighted Robust Nonlinear Unmixing for Hyperspectral Images Based on an Extended Multilinear Mixing Model. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bin Yang
Supervised Nonlinear Hyperspectral Unmixing With Automatic Shadow Compensation Using Multiswarm Particle Swarm Optimization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiafeng Gu, Bin Yang, Bin Wang
Nonlinear Unmixing for Hyperspectral Images via Kernel-Transformed Bilinear Mixing Models. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yapeng Miao, Bin Yang
Sparse Unmixing for Hyperspectral Imagery via Comprehensive-Learning-Based Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Bin Yang, Zhao Chen, Bin Wang
Nonlinear Endmember Identification for Hyperspectral Imagery via Hyperpath-Based Simplex Growing and Fuzzy Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Zhao Chen, Xingxing Yu, Feng Zhou, Bin Yang
A Regularized Tensor Network for Cyclone Wind Speed Estimation. IGARSS (2020)
Zehao Chen, Bin Yang, Bin Wang
A Preprocessing Method for Hyperspectral Target Detection Based on Tensor Principal Component Analysis. Remote. Sens. 10 (7) (2018)
Bin Yang, Bin Wang, Bo Hu, Jian Qiu Zhang
Nonlinear Hyperspectral Unmixing Via Modelling Band Dependent Nonlinearity. IGARSS (2018)
Bin Yang, Bin Wang, Zongmin Wu
Unsupervised Nonlinear Hyperspectral Unmixing Based on Bilinear Mixture Models via Geometric Projection and Constrained Nonnegative Matrix Factorization. Remote. Sens. 10 (5) (2018)
Bin Yang, Bin Wang, Zongmin Wu
Nonlinear Hyperspectral Unmixing Based on Geometric Characteristics of Bilinear Mixture Models. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Zehao Chen, Bin Yang, Bin Wang
Hyperspectral Target Detection: a Preprocessing Method Based on Tensor Principal Component Analysis. IGARSS (2018)
Bin Yang, Bin Wang
Band-Wise Nonlinear Unmixing for Hyperspectral Imagery Using an Extended Multilinear Mixing Model. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Bin Yang, Wenfei Luo, Bin Wang
Constrained Nonnegative Matrix Factorization Based on Particle Swarm Optimization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (8) (2017)
Bin Yang, Bin Wang, Zongmin Wu, Qiyong Lu
Bilinear mixture models based unsupervised nonlinear unmixing using constrained nonnegative matrix factorization. IGARSS (2017)
Zhao Chen, Bin Yang, Bin Wang, Guohua Liu, Wei Xia
Change detection in hyperspectral imagery based on spectrally-spatially regularized low-rank matrix decomposition. IGARSS (2017)
Bin Yang, Bin Wang, Zongmin Wu, Qiyong Lu
Abundance estimation for hyperspectral images based on bilinear mixture models. IGARSS (2017)
Tongxiang Zhi, Bin Yang, Zhao Chen, Bin Wang
Nonnegative matrix factorization with constraints on endmember and abundance for hyperspectral unmixing. IGARSS (2017)
Wenfei Luo, Lianru Gao, Antonio Plaza, Andrea Marinoni, Bin Yang, Liang Zhong, Paolo Gamba, Bing Zhang
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)