Yang-Jun Deng

Orcid: 0000-0003-2532-1567

According to our database1, Yang-Jun Deng authored at least 15 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Low-rank preserving embedding regression for robust image feature extraction.
IET Comput. Vis., February, 2024

Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Locality Preserved MLP-Mixer for Hyperspectral Image Classification.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

2022
Spatial-Spectral Constrained Adaptive Graph for Hyperspectral Image Clustering.
Sensors, 2022

Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2022

Robust Patch Tensor-based Multigraph Embedding for Dimensionality Reduction of Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process., 2021

2020
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2020

2018
Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction.
IEEE Trans. Geosci. Remote. Sens., 2018

Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2018

Nuclear norm-based matrix regression preserving embedding for face recognition.
Neurocomputing, 2018

2017
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis.
Remote. Sens., 2017

Tensor locality preserving projection for hyperspectral image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017


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