Bin Yang

30 papers C 11Journal 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Global-to-Local Spectral-Spatial Attention-Based Nonlinearity and Scaled Endmember Variability Parametric Learning Network for Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Zhao, Bin Yang
2024 J jnl
EMLM-Net: An Extended Multilinear Mixing Model-Inspired Dual-Stream Network for Unsupervised Nonlinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Minglei Li, Bin Yang, Bin Wang
2024 J jnl
Spectral Variability Augmented Multilinear Mixing Model for Hyperspectral Nonlinear Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Bin Yang, Zhangqiang Yin
2023 J jnl
A Coarse-to-Fine Scheme for Unsupervised Nonlinear Hyperspectral Unmixing Based on an Extended Multilinear Mixing Model.
IEEE Trans. Geosci. Remote. Sens.
Minglei Li, Bin Yang, Bin Wang
2023 J jnl
Graph Attention Convolutional Autoencoder-Based Unsupervised Nonlinear Unmixing for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Danni Jin, Bin Yang
2023 J jnl
Unsupervised Nonlinear Hyperspectral Unmixing with Reduced Spectral Variability via Superpixel-Based Fisher Transformation.
Remote. Sens.
Zhangqiang Yin, Bin Yang
2022 C conf
Kernel-Based Decomposition Model with Total Variation and Sparsity Regularizations VIR Union Dictionary for Nonlinear Hyperspectral Anomaly Detection.
IGARSS
Ziyu Wu, Bin Yang, Bin Wang
2022 J jnl
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization.
IEEE Geosci. Remote. Sens. Lett.
Yapeng Miao, Bin Yang
2022 J jnl
Multiscale spectral-spatial feature learning for hyperspectral image classification.
Displays
Muhammad Sohail, Zhao Chen, Bin Yang, Guohua Liu
2022 J jnl
Nonlinear Unmixing for Hyperspectral Images via Kernel-Transformed Bilinear Mixing Models.
IEEE Trans. Geosci. Remote. Sens.
Jiafeng Gu, Bin Yang, Bin Wang
2022 C conf
Robust Nonlinear Unmixing for Hyperspectral Images Based on an Extended Multilinear Mixing Model.
IGARSS
Minglei Li, Bin Yang, Bin Wang
2022 J jnl
Spectral-Spatial Reweighted Robust Nonlinear Unmixing for Hyperspectral Images Based on an Extended Multilinear Mixing Model.
IEEE Trans. Geosci. Remote. Sens.
Minglei Li, Bin Yang, Bin Wang
2022 J jnl
Supervised Nonlinear Hyperspectral Unmixing With Automatic Shadow Compensation Using Multiswarm Particle Swarm Optimization.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang
2021 J jnl
Sparse Unmixing for Hyperspectral Imagery via Comprehensive-Learning-Based Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yapeng Miao, Bin Yang
2020 C conf
A Novel General Semisupervised Deep Learning Framework for Classification and Regression with Remote Sensing Images.
IGARSS
Zhao Chen, Guangchen Chen, Feng Zhou, Bin Yang, Lili Wang, Qiong Liu, Yonghang Chen
2020 C conf
A Regularized Tensor Network for Cyclone Wind Speed Estimation.
IGARSS
Zhao Chen, Xingxing Yu, Feng Zhou, Bin Yang
2020 C conf
An Improved Bilinear Mixture Model Considering Adjacency and Shade Effects.
IGARSS
Bin Yang, Zhao Chen
2020 J jnl
Nonlinear Endmember Identification for Hyperspectral Imagery via Hyperpath-Based Simplex Growing and Fuzzy Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bin Yang, Zhao Chen, Bin Wang
2018 J jnl
A Preprocessing Method for Hyperspectral Target Detection Based on Tensor Principal Component Analysis.
Remote. Sens.
Zehao Chen, Bin Yang, Bin Wang
2018 J jnl
Band-Wise Nonlinear Unmixing for Hyperspectral Imagery Using an Extended Multilinear Mixing Model.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Bin Wang
2018 C conf
Hyperspectral Target Detection: a Preprocessing Method Based on Tensor Principal Component Analysis.
IGARSS
Zehao Chen, Bin Yang, Bin Wang
2018 J jnl
Nonlinear Hyperspectral Unmixing Based on Geometric Characteristics of Bilinear Mixture Models.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Bin Wang, Zongmin Wu
2018 C conf
Nonlinear Hyperspectral Unmixing Via Modelling Band Dependent Nonlinearity.
IGARSS
Bin Yang, Bin Wang, Bo Hu, Jian Qiu Zhang
2018 J jnl
Unsupervised Nonlinear Hyperspectral Unmixing Based on Bilinear Mixture Models via Geometric Projection and Constrained Nonnegative Matrix Factorization.
Remote. Sens.
Bin Yang, Bin Wang, Zongmin Wu
2017 C conf
Abundance estimation for hyperspectral images based on bilinear mixture models.
IGARSS
Bin Yang, Bin Wang, Zongmin Wu, Qiyong Lu
2017 C conf
Bilinear mixture models based unsupervised nonlinear unmixing using constrained nonnegative matrix factorization.
IGARSS
Bin Yang, Bin Wang, Zongmin Wu, Qiyong Lu
2017 C conf
Change detection in hyperspectral imagery based on spectrally-spatially regularized low-rank matrix decomposition.
IGARSS
Zhao Chen, Bin Yang, Bin Wang, Guohua Liu, Wei Xia
2017 J jnl
Constrained Nonnegative Matrix Factorization Based on Particle Swarm Optimization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bin Yang, Wenfei Luo, Bin Wang
2017 C conf
Nonnegative matrix factorization with constraints on endmember and abundance for hyperspectral unmixing.
IGARSS
Tongxiang Zhi, Bin Yang, Zhao Chen, Bin Wang
2016 J jnl
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenfei Luo, Lianru Gao, Antonio Plaza, Andrea Marinoni, Bin Yang, Liang Zhong, Paolo Gamba, Bing Zhang