Yuxiang Zhang

Orcid: 0000-0002-2913-3515

Affiliations:
  • China University of Geosciences, Institute of Geophysics and Geomatics, Wuhan, China
  • Wuhan University, China (PhD 2016)


According to our database1, Yuxiang Zhang authored at least 37 papers between 2013 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Multiorder Graph Convolutional Network With Channel Attention for Hyperspectral Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
Self-Supervised Pretraining via Multimodality Images With Transformer for Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

A Siamese Network Based on Multiple Attention and Multilayer Transformers for Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

A Lightweight Convolutional Neural Network Based on Joint Correlation Distance Constraints and Density Peak Clustering for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Multiview Learning for Impervious Surface Mapping Using High-Resolution Multispectral Imagery and LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Adapting Vision Transformer for Efficient Change Detection.
CoRR, 2023

2022
A Fast Dynamic Graph Convolutional Network and CNN Parallel Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

SSMD: Dimensionality Reduction and Classification of Hyperspectral Images Based on Spatial-Spectral Manifold Distance Metric Learning.
IEEE Trans. Geosci. Remote. Sens., 2022

Superpixel-Based Collaborative and Low-Rank Regularization for Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

Symmetric Information-Theoretic Metric Learning for Target Detection in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Joint Distance Transfer Metric Learning for Remote-Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
Spectral-Spatial Weighted Kernel Manifold Embedded Distribution Alignment for Remote Sensing Image Classification.
IEEE Trans. Cybern., 2021

Hyperspectral Anomaly Detection With Otsu-Based Isolation Forest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Deep Metric Learning with Online Hard Mining for Hyperspectral Classification.
Remote. Sens., 2021

2020
Semisupervised Classification Based on SLIC Segmentation for Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett., 2020

Joint Sparse Representation and Multitask Learning for Hyperspectral Anomaly Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Multitask Learning-Based Reliability Analysis for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

A Kernel Background Purification Based Anomaly Target Detection Algorithm for Hyperspectral Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Hyperspectral image target detection via integrated background suppression with adaptive weight selection.
Neurocomputing, 2018

A Novel Endmember Extraction Method Using Sparse Component Analysis for Hyperspectral Remote Sensing Imagery.
IEEE Access, 2018

Multi-Priori Learning Algorithm for Hyperspectral Target Detection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral Band Selection Based on Endmember Dissimilarity for Hyperspectral Unmixing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2017

Hyperspectral Target Detection via Adaptive Joint Sparse Representation and Multi-Task Learning with Locality Information.
Remote. Sens., 2017

Independent Encoding Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection.
IEEE Geosci. Remote. Sens. Lett., 2017

Spatially Adaptive Sparse Representation for Target Detection in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2017

2016
Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images.
IEEE Trans. Image Process., 2016

A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2016

A quantum-behaved particle swarm optimization for hyperspectral endmember extraction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

A Nonlinear Sparse Representation-Based Binary Hypothesis Model for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A hypothesis independent subpixel target detector for hyperspectral Images.
Signal Process., 2015

一种基于背景自学习的高光谱图像生物信息提取方法 (Background Self-learning Framework for Bio Information Extraction from Hyperspectral Images).
计算机科学, 2015

SISTOR: A statistics-inspired sparsity target detector for hyperspectral images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Regularization Framework for Target Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2014

2013
A spatial filter based framework for target detection in hyperspectral imagery.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013


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