| 2021 | IGARSS | HSGACN: Hyperspectral Image Classification Algorithm Based on Graph Convolutional Network. | Yi Xiao, Siying Chen, Hao Wang, Zhengang Zhao, Tao Huang, Yuchen Liang, Jin Qin, Rong Ma, Zongyao Yin, Ruiqing Yan, Xianchuan Yu |
| 2021 | IGARSS | Sparsity Constrained Convolutional Autoencoder Network for Hyperspectral Image Unmixing. | Zhengang Zhao, Hao Wang, Yuchen Liang, Tao Huang, Yi Xiao, Xianchuan Yu |
| 2020 | IGARSS | Unbalanced Geologic Body Classification of Hyperspectral Data Based on Squeeze and Excitation Networks at Tianshan Area. | Yuchen Liang, Zhengang Zhao, Hao Wang, Ying Cao, Tao Huang, Yasmine Medjadba, Yuntao Wang, RunCheng Jiao, Siying Chen, Xianchuan Yu |
| 2019 | IGARSS | Geologic Body Classification of Hyperspectral Data Based on Dilated Convolution Neural Network at Tianshan Area. | Jin Qin, Yuntao Wang, RunCheng Jiao, Dan Hu, Yuanfei Zhang, Xianchuan Yu, Ying Zhan, Cong Dai, Wang Yao, Kang Wu, Wei Liu, Ying Cao, Xi Zhang, Yasmine Medjadba |
| 2019 | IGARSS | Hyperspectral Image Classification Based on Generative Adversarial Networks with Feature Fusing and Dynamic Neighborhood Voting Mechanism. | Ying Zhan, Yasmine Medjadba, Guian Wang, Xianchuan Yu, Jin Qin, Tao Huang, Kang Wu, Dan Hu, Zhengang Zhao, Yuntao Wang, Ying Cao, RunCheng Jiao |
| 2018 | IGARSS | Semi-Supervised Classification of Hyperspectral Data for Geologic Body Based on Generative Adversarial Networks at Tianshan Area. | Jin Qin, Ying Zhan, Kang Wu, Wei Liu, Zhaoying Yang, Wang Yao, Yasmine Medjadba, Yuanfei Zhang, Xianchuan Yu |
| 2018 | IGARSS | Semi-Supervised Classification of Hyperspectral Data Based on Generative Adversarial Networks and Neighborhood Majority Voting. | Ying Zhan, Kang Wu, Wei Liu, Jin Qin, Zhaoying Yang, Yasmine Medjadba, Guian Wang, Xianchuan Yu |
| 2017 | ICNC | The construction of non-convex fuzzy sets. | Dan Hu, Tao Jiang, Xianchuan Yu |
| 2017 | ICNC | Interval approach for encoding words into interval type-2 fuzzy sets based on normal distribution and free parameter. | Zizhou Su, Dan Hu, Xianchuan Yu |
| 2017 | IGARSS | A new hyperspectral band selection approach based on convolutional neural network. | Ying Zhan, Haifeng Tian, Wei Liu, Zhaoying Yang, Kang Wu, Guian Wang, Ping Chen, Xianchuan Yu |
| 2015 | KSEM | Land Cover Classification Based on Adaptive Interval-Valued Type-2 Fuzzy Clustering Analysis. | Hui He, Xianchuan Yu, Dan Hu |
| 2014 | IGARSS | A stepwise refinement classification method of remote sensing image based on feedback strategies. | Xianchuan Yu, Shanshan Bian, Xin Zhou, Guian Wang, Hui He, Weijie An |
| 2014 | IGARSS | Remote sensing image fusion based on sparse representation. | Xianchuan Yu, Guanyin Gao, Jin-dong Xu, Guian Wang |
| 2014 | IGARSS | Independent component analysis based band selection of multispectral remote sensing image. | Yinggang Zhang, Xianchuan Yu, Guian Wang, Xin Zhou |
| 2013 | IGARSS | Automatic remote sensing image classification method based on spectral angle and spectral distance. | Zhonghua Lv, Xianchuan Yu, Zhongjun Zhang, Guian Wang |
| 2012 | IGARSS | Performance evaluation of different references based image fusion quality metrics for quality assessment of remote sensing Image fusion. | Wenjing Pei, Guian Wang, Xianchuan Yu |
| 2010 | ICNC | An improved training algorithm of T-S model HHFNN based on ridge regression function. | Xianchuan Yu, Sha Dai, Dan Hu |
| 2007 | IGARSS | Classification of landsat TM image based on non negative matrix factorization. | Jiamian Ren, Xianchuan Yu, Bixin Hao |
| 2006 | ICPR | Multiple Regions of Interest Image Coding using Compensation Scheme and Alternating Shift. | Li-bao Zhang, Xianchuan Yu |
| 2005 | IGARSS | A comparison between FastICA and KernelICA in remote sensing imagery classification. | Hui He, Xianchuan Yu, Wanglu Peng |
| 2004 | IGARSS | The theory of disjunctive kriging and its application in grade estimate. | Chen Yu, Xianchuan Yu, Jingru Hou |
| 2004 | SMC | Research of independent component analysis. | Xianchuan Yu, Xiaochun Cheng |
| 2004 | SMC | Functional magnetic resonance imaging based on Wiener filter over wavelet domain. | Xianchuan Yu, Xiaochun Cheng, Guosheng Ding, Nan Zhang, S. Zhong |