Yang-Jun Deng

22 papers C 3Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
L2,1-Norm Regularized Double Non-Negative Matrix Factorization for Hyperspectral Change Detection.
Symmetry
Xing-Hui Zhu, Meng-Ting Li, Yang-Jun Deng, Xu Luo, Lu-Ming Shen, Chen-Feng Long
2025 J jnl
Spatial-Spectral Hypergraph Dynamic Gating MLP Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Yang-Jun Deng, Yanglan Li, Longfei Ren, Siqiao Tan, Qian Du
2025 J jnl
Tensor Decomposition-Based Relaxed Linear Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Lv-Wei Zhang, Longfei Ren, Xinghui Zhu, Heng-Chao Li, Qian Du
2024 J jnl
Center-Highlighted Multiscale CNN for Classification of Hyperspectral Images.
Remote. Sens.
Xing-Hui Zhu, Kai-Run Li, Yang-Jun Deng, Chen-Feng Long, Wei-Ye Wang, Siqiao Tan
2024 C conf
Dual Linear Regression in Tensor Space for Hyperspectral Image Classification.
IGARSS
Lv-Wei Zhang, Yang-Jun Deng, Wei-Ye Wang, Xing-Hui Zhu, Chen-Feng Long
2024 J jnl
Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Meng-Long Yang, Heng-Chao Li, Chen-Feng Long, Kui Fang, Qian Du
2024 J jnl
Joint Sparse Local Linear Discriminant Analysis for Feature Dimensionality Reduction of Hyperspectral Images.
Remote. Sens.
Congyin Cao, Meng-Ting Li, Yang-Jun Deng, Longfei Ren, Yi Liu, Xing-Hui Zhu
2024 J jnl
Low-Rank Discriminative Embedding Regression for Robust Feature Extraction of Hyperspectral Images via Weighted Schatten p-Norm Minimization.
Remote. Sens.
Chen-Feng Long, Ya-Ru Li, Yang-Jun Deng, Wei-Ye Wang, Xing-Hui Zhu, Qian Du
2024 J jnl
Low-rank preserving embedding regression for robust image feature extraction.
IET Comput. Vis.
Tao Zhang, Chen-Feng Long, Yang-Jun Deng, Wei-Ye Wang, Siqiao Tan, Heng-Chao Li
2023 — conf
Locality Preserved MLP-Mixer for Hyperspectral Image Classification.
WHISPERS
Yun Cheng, Yang-Jun Deng, Wei-Ye Wang, Chen-Feng Long, Xing-Hui Zhu
2023 J jnl
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza
2022 C conf
Robust Patch Tensor-based Multigraph Embedding for Dimensionality Reduction of Hyperspectral Images.
IGARSS
Yang-Jun Deng, Yi Zhou, Wei-Ye Wang, Xing-Hui Zhu, Heng-Chao Li
2022 J jnl
Spatial-Spectral Constrained Adaptive Graph for Hyperspectral Image Clustering.
Sensors
Xing-Hui Zhu, Yi Zhou, Meng-Long Yang, Yang-Jun Deng
2022 J jnl
Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
Xin Song, Heng-Chao Li, Lei Pan, Yang-Jun Deng, Pu Zhang, Li You, Qian Du
2021 J jnl
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Wei-Ye Wang, Heng-Chao Li, Yang-Jun Deng, Li-Yang Shao, Xiaoqiang Lu, Qian Du
2021 J jnl
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process.
Wen-Shuai Hu, Heng-Chao Li, Yang-Jun Deng, Xian Sun, Qian Du, Antonio Plaza
2020 J jnl
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Xin Song, Yong-Jian Sun, Xiangrong Zhang, Qian Du
2018 J jnl
Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Yang-Jun Deng, Heng-Chao Li, Lei Pan, Li-Yang Shao, Qian Du, William J. Emery
2018 J jnl
Nuclear norm-based matrix regression preserving embedding for face recognition.
Neurocomputing
Yang-Jun Deng, Heng-Chao Li, Qi Wang, Qian Du
2018 J jnl
Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Kun Fu, Qian Du, William J. Emery
2017 J jnl
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis.
Remote. Sens.
Lei Pan, Heng-Chao Li, Yang-Jun Deng, Fan Zhang, Xiang-Dong Chen, Qian Du
2017 C conf
Tensor locality preserving projection for hyperspectral image classification.
IGARSS
Yang-Jun Deng, Heng-Chao Li, Lei Pan, William J. Emery