Yan Xu

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 19

Top Topics

Hyperspectral Image Classification

Kernel Ridge Regression

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IET Image Process.

Publications

Chiranjibi Shah, Qian Du, Yan Xu
Enhanced TabNet: Attentive Interpretable Tabular Learning for Hyperspectral Image Classification. Remote. Sens. 14 (3) (2022)
Yan Xu, Jiangtao Peng, Qian Du, Nicolas H. Younan
Multiple-Feature Ideal Regularized Kernel for Hyperspectral Image Classification. IGARSS (2019)
Yan Xu, Qian Du, Wei Li, Nicolas H. Younan
Efficient Probabilistic Collaborative Representation-Based Classifier for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16 (11) (2019)
Yan Xu, Qian Du, Nicolas H. Younan
Fast Kernel Collaborative Representation for Hyperspectral Image Classification. IGARSS (2019)
Sixiu Hu, Chunhua Xu, Jiangtao Peng, Yan Xu, Long Tian
Weighted Kernel joint sparse representation for hyperspectral image classification. IET Image Process. 13 (2) (2019)
Chunhui Zhao, Wu Liu, Yan Xu, Jinhuan Wen
Hyperspectral Image Classification via Spectral-Spatial Shared Kernel Ridge Regression. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Yan Xu, Qian Du, Wei Li, Nicolas H. Younan
Gabor-Filtering-Based Probabilistic Collaborative Representation for Hyperspectral Image Classification. IGARSS (2018)
Xiaoyong Bian, Yuxia Sheng, Yan Xu, Qian Du
A Novel Multiple Kernel Learning Framework for Remote Sensing Scene Classification. IGARSS (2018)
Weiwei Sun, Long Tian, Yan Xu, Bo Du, Qian Du
A Randomized Subspace Learning Based Anomaly Detector for Hyperspectral Imagery. Remote. Sens. 10 (3) (2018)
Yan Xu, Qian Du, Wei Li, Chen Chen, Nicolas H. Younan
Nonlinear classification of multispectral imagery using representation-based classifiers. IGARSS (2017)
Weiwei Sun, Chun Liu, Yan Xu, Long Tian, Weiyue Li
A Band-Weighted Support Vector Machine Method for Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 14 (10) (2017)
Weiwei Sun, Dianfa Zhang, Yan Xu, Long Tian, Gang Yang, Weiyue Li
A Probabilistic Weighted Archetypal Analysis Method with Earth Mover's Distance for Endmember Extraction from Hyperspectral Imagery. Remote. Sens. 9 (8) (2017)
Xiaoyong Bian, Chen Chen, Yuxia Sheng, Yan Xu, Qian Du
Fusing two convolutional neural networks for high-resolution scene classification. IGARSS (2017)
Yan Xu, Qian Du, Wei Li, Chen Chen, Nicolas H. Younan
Nonlinear Classification of Multispectral Imagery Using Representation-Based Classifiers. Remote. Sens. 9 (7) (2017)
Weiwei Sun, Long Tian, Yan Xu, Dianfa Zhang, Qian Du
Fast and Robust Self-Representation Method for Hyperspectral Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (11) (2017)
Yan Xu, Qian Du, Nicolas H. Younan
Particle Swarm Optimization-Based Band Selection for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 14 (4) (2017)
Xiaoyong Bian, Chen Chen, Yan Xu, Qian Du
Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations. Remote. Sens. 8 (12) (2016)
Paheding Sidike, Chen Chen, Vijayan K. Asari, Yan Xu, Wei Li
Classification of hyperspectral image using multiscale spatial texture features. WHISPERS (2016)
Yan Xu, Qian Du, Nicolas H. Younan
Particle swarm optimization-based band selection for hyperspectral target detection. IGARSS (2016)