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Yang-Jun Deng
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 14
Top Topics
Discriminant Analysis
Hyperspectral
Dimensionality Reduction
Hyperspectral Image Classification
Top Venues
IEEE Trans. Geosci. Remote. Sens.
IEEE Geosci. Remote. Sens. Lett.
IGARSS
IEEE J. Sel. Top. Signal Process.
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Publications
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Yang-Jun Deng
,
Meng-Long Yang
,
Heng-Chao Li
,
Chen-Feng Long
,
Kui Fang
,
Qian Du
Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Yang-Jun Deng
,
Heng-Chao Li
,
Siqiao Tan
,
Junhui Hou
,
Qian Du
,
Antonio Plaza
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Yun Cheng
,
Yang-Jun Deng
,
Wei-Ye Wang
,
Chen-Feng Long
,
Xing-Hui Zhu
Locality Preserved MLP-Mixer for Hyperspectral Image Classification.
WHISPERS
(2023)
Xing-Hui Zhu
,
Yi Zhou
,
Meng-Long Yang
,
Yang-Jun Deng
Spatial-Spectral Constrained Adaptive Graph for Hyperspectral Image Clustering.
Sensors
22 (15) (2022)
Xin Song
,
Heng-Chao Li
,
Lei Pan
,
Yang-Jun Deng
,
Pu Zhang
,
Li You
,
Qian Du
Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
19 (2022)
Yang-Jun Deng
,
Yi Zhou
,
Wei-Ye Wang
,
Xing-Hui Zhu
,
Heng-Chao Li
Robust Patch Tensor-based Multigraph Embedding for Dimensionality Reduction of Hyperspectral Images.
IGARSS
(2022)
Wen-Shuai Hu
,
Heng-Chao Li
,
Yang-Jun Deng
,
Xian Sun
,
Qian Du
,
Antonio Plaza
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process.
15 (3) (2021)
Wei-Ye Wang
,
Heng-Chao Li
,
Yang-Jun Deng
,
Li-Yang Shao
,
Xiaoqiang Lu
,
Qian Du
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
18 (3) (2021)
Yang-Jun Deng
,
Heng-Chao Li
,
Xin Song
,
Yong-Jian Sun
,
Xiangrong Zhang
,
Qian Du
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
58 (3) (2020)
Yang-Jun Deng
,
Heng-Chao Li
,
Kun Fu
,
Qian Du
,
William J. Emery
Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction.
IEEE Trans. Geosci. Remote. Sens.
56 (12) (2018)
Yang-Jun Deng
,
Heng-Chao Li
,
Qi Wang
,
Qian Du
Nuclear norm-based matrix regression preserving embedding for face recognition.
Neurocomputing
311 (2018)
Yang-Jun Deng
,
Heng-Chao Li
,
Lei Pan
,
Li-Yang Shao
,
Qian Du
,
William J. Emery
Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
15 (2) (2018)
Lei Pan
,
Heng-Chao Li
,
Yang-Jun Deng
,
Fan Zhang
,
Xiang-dong Chen
,
Qian Du
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis.
Remote. Sens.
9 (5) (2017)
Yang-Jun Deng
,
Heng-Chao Li
,
Lei Pan
,
William J. Emery
Tensor locality preserving projection for hyperspectral image classification.
IGARSS
(2017)