Yang-Jun Deng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Feature Extraction

Dimensionality Reduction

Discriminant Analysis

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Signal Process.

Publications

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)
Tao Zhang, Chen-Feng Long, Yang-Jun Deng, Wei-Ye Wang, Siqiao Tan, Heng-Chao Li
Low-rank preserving embedding regression for robust image feature extraction. IET Comput. Vis. 18 (1) (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)