Xianchuan Yu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 26

Top Topics

Convolutional Neural Network

Hyperspectral Image Classification

Hyperspectral Data

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Comput. Geosci.

Publications

Yi Xiao, Rong Ma, Sheng Chang, Xinglin Gao, Xuyi Qiao, Dan Hu, Xianchuan Yu
Dynamic Evolution Graph Attention Network for Semi-Supervised Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Lei Yang, Deqing Li, Wenyi Zeng, Rong Ma, Zeshui Xu, Xianchuan Yu
Clustering analysis for Pythagorean fuzzy sets and its application in multiple attribute decision making. J. Intell. Fuzzy Syst. 46 (4) (2024)
Lei Deng, Xinlin Gao, Yi Xiao, Sheng Chang, Xiaochun Cheng, Xianchuan Yu
CoME: Collaborative Model Ensemble for Fast and Accurate Predictions. ChineseCSCW (2) (2023)
Zhengang Zhao, Dan Hu, Hao Wang, Xianchuan Yu
Convolutional Transformer Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ruiqing Yan, Rong Ma, Wei Liu, Zongyao Yin, Zhengang Zhao, Siying Chen, Sheng Chang, Hui Zhu, Dan Hu, Xianchuan Yu
Weak celestial source fringes detection based on channel attention shrinkage networks and cluster-based anchor boxes generation algorithm. Digit. Signal Process. 129 (2022)
Zhengang Zhao, Hao Wang, Xianchuan Yu
Spectral-Spatial Graph Attention Network for Semisupervised Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhengang Zhao, Hao Wang, Yuchen Liang, Tao Huang, Yi Xiao, Xianchuan Yu
Sparsity Constrained Convolutional Autoencoder Network for Hyperspectral Image Unmixing. IGARSS (2021)
Yi Xiao, Siying Chen, Hao Wang, Zhengang Zhao, Tao Huang, Yuchen Liang, Jin Qin, Rong Ma, Zongyao Yin, Ruiqing Yan, Xianchuan Yu
HSGACN: Hyperspectral Image Classification Algorithm Based on Graph Convolutional Network. IGARSS (2021)
Zhengang Zhao, Dan Hu, Hao Wang, Xianchuan Yu
Center Attention Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yuchen Liang, Zhengang Zhao, Hao Wang, Ying Cao, Tao Huang, Yasmine Medjadba, Yuntao Wang, RunCheng Jiao, Siying Chen, Xianchuan Yu
Unbalanced Geologic Body Classification of Hyperspectral Data Based on Squeeze and Excitation Networks at Tianshan Area. IGARSS (2020)
Yasmine Medjadba, Dan Hu, Wei Liu, Xianchuan Yu
Combining Graph Clustering and Quantitative Association Rules for Knowledge Discovery in Geochemical Data Problem. IEEE Access 8 (2020)
Dan Hu, Tao Jiang, Xianchuan Yu
Construction of non-convex fuzzy sets and its application. Neurocomputing 393 (2020)
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
Geologic Body Classification of Hyperspectral Data Based on Dilated Convolution Neural Network at Tianshan Area. IGARSS (2019)
Haihua Xing, Hui He, Dan Hu, Tao Jiang, Xianchuan Yu
An interval Type-2 fuzzy sets generation method for remote sensing imagery classification. Comput. Geosci. 133 (2019)
Ying Zhan, Yasmine Medjadba, Guian Wang, Xianchuan Yu, Jin Qin, Tao Huang, Kang Wu, Dan Hu, Zhengang Zhao, Yuntao Wang, Ying Cao, RunCheng Jiao
Hyperspectral Image Classification Based on Generative Adversarial Networks with Feature Fusing and Dynamic Neighborhood Voting Mechanism. IGARSS (2019)
Zizhou Su, Dan Hu, Xianchuan Yu
General interval approach for encoding words into interval type-2 fuzzy sets based on normal distribution and free parameter. Soft Comput. 23 (17) (2019)
Tao Jiang, Dan Hu, Xianchuan Yu
Enhanced IT2FCM algorithm using object-based triangular fuzzy set modeling for remote-sensing clustering. Comput. Geosci. 118 (2018)
Ying Zhan, Dan Hu, Yuntao Wang, Xianchuan Yu
Semisupervised Hyperspectral Image Classification Based on Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 15 (2) (2018)
Jin Qin, Ying Zhan, Kang Wu, Wei Liu, Zhaoying Yang, Wang Yao, Yasmine Medjadba, Yuanfei Zhang, Xianchuan Yu
Semi-Supervised Classification of Hyperspectral Data for Geologic Body Based on Generative Adversarial Networks at Tianshan Area. IGARSS (2018)
Ying Zhan, Kang Wu, Wei Liu, Jin Qin, Zhaoying Yang, Yasmine Medjadba, Guian Wang, Xianchuan Yu
Semi-Supervised Classification of Hyperspectral Data Based on Generative Adversarial Networks and Neighborhood Majority Voting. IGARSS (2018)
Ying Zhan, Haifeng Tian, Wei Liu, Zhaoying Yang, Kang Wu, Guian Wang, Ping Chen, Xianchuan Yu
A new hyperspectral band selection approach based on convolutional neural network. IGARSS (2017)
Ying Zhan, Dan Hu, Haihua Xing, Xianchuan Yu
Hyperspectral Band Selection Based on Deep Convolutional Neural Network and Distance Density. IEEE Geosci. Remote. Sens. Lett. 14 (12) (2017)
Dan Hu, Xianchuan Yu, Jiayin Wang
Statistical Inference in Rough Set Theory Based on Kolmogorov-Smirnov Goodness-of-Fit Test. IEEE Trans. Fuzzy Syst. 25 (4) (2017)
Dan Hu, Tao Jiang, Xianchuan Yu
The construction of non-convex fuzzy sets. ICNC-FSKD (2017)
Zizhou Su, Dan Hu, Xianchuan Yu
Interval approach for encoding words into interval type-2 fuzzy sets based on normal distribution and free parameter. ICNC-FSKD (2017)
Hui He, Tianheng Liang, Dan Hu, Xianchuan Yu
Remote sensing clustering analysis based on object-based interval modeling. Comput. Geosci. 94 (2016)
Jin-dong Xu, Xianchuan Yu, Wenjing Pei, Dan Hu, Li-bao Zhang
A remote sensing image fusion method based on feedback sparse component analysis. Comput. Geosci. 85 (2015)
Li-bao Zhang, Bingchang Qiu, Xianchuan Yu, Jin-dong Xu
Multi-scale hybrid saliency analysis for region of interest detection in very high resolution remote sensing images. Image Vis. Comput. 35 (2015)
Hui He, Xianchuan Yu, Dan Hu
Land Cover Classification Based on Adaptive Interval-Valued Type-2 Fuzzy Clustering Analysis. KSEM (2015)
Xianchuan Yu, Wei Zhou, Hui He
A method of remote sensing image auto classification based on interval type-2 fuzzy c-means. FUZZ-IEEE (2014)
Xianchuan Yu, Yinggang Zhang, Guanyin Gao
Multi-source Remote Sensing Image Fusion Method Based on Sparse Representation. GRMSE (2014)
Xianchuan Yu, Guanyin Gao, Jin-dong Xu, Guian Wang
Remote sensing image fusion based on sparse representation. IGARSS (2014)
Yinggang Zhang, Xianchuan Yu, Guian Wang, Xin Zhou
Independent component analysis based band selection of multispectral remote sensing image. IGARSS (2014)
Jin-dong Xu, Xianchuan Yu, Dan Hu, Li-bao Zhang
A fast mixing matrix estimation method in the wavelet domain. Signal Process. 95 (2014)
Xianchuan Yu, Shanshan Bian, Xin Zhou, Guian Wang, Hui He, Weijie An
A stepwise refinement classification method of remote sensing image based on feedback strategies. IGARSS (2014)
Xianchuan Yu, Guanyin Gao, Wu He, Jin-dong Xu
Machine Vision Based Automatic Micro-parts Detection System. IScIDE (2013)
Zhonghua Lv, Xianchuan Yu, Zhongjun Zhang, Guian Wang
Automatic remote sensing image classification method based on spectral angle and spectral distance. IGARSS (2013)
Dan Hu, Xianchuan Yu
Statistical Inference of Rough Set Dependence and Importance Analysis. IEEE Trans. Fuzzy Syst. 21 (6) (2013)
Wenjing Pei, Guian Wang, Xianchuan Yu
Performance evaluation of different references based image fusion quality metrics for quality assessment of remote sensing Image fusion. IGARSS (2012)
Dan Hu, Xianchuan Yu, Yuanfu Feng
Reduced error specialization based on the information content of rule set. FSKD (2011)
Xianchuan Yu, Sha Dai, Dan Hu
An improved training algorithm of T-S model HHFNN based on ridge regression function. ICNC (2010)
Dan Hu, Hongxing Li, Xianchuan Yu
The information content of fuzzy relations and fuzzy rules. Comput. Math. Appl. 57 (2) (2009)
Zhongni Wang, Xianchuan Yu, Wang Yu, Dai Sha
A Remote Sensing Image Fusion Algorithm Based on Nonnegative Ordinal Independent Component Analysis by Using Lagrange Algorithm. CSSE (1) (2008)
Zhongni Wang, Xianchuan Yu, Li-bao Zhang
A Remote Sensing Image Fusion Algorithm Based on Ordinal Fast Independent Component Analysis. WKDD (2008)
Dan Hu, Xianchuan Yu, Yuanfu Feng
Distributed Mining Core of Attributes on Horizontally Partitioned Data. PACIIA (2) (2008)
Zhongni Wang, Xianchuan Yu, Li-bao Zhang
A Novel Remote Sensing Image Fusion Algorithm Based on IWT-ICA. ALPIT (2008)
Huandong Chen, Chunhui Song, Shulei Wu, Haihua Xing, ZhanJi Gui, Xianchuan Yu, Ye Luo
Research and Design of Web-Based E-learning System. CSSE (5) (2008)
Zhongni Wang, Xianchuan Yu, Li-bao Zhang
A remote sensing image fusion algorithm based on ordinal fast independent component analysis. e-Forensics (2008)
Zhi Huang, Xianchuan Yu, Guian Wang, Zhongni Wang
Application of Several Non-negative Matrix Factorization-Based Methods in Remote Sensing Image Fusion. FSKD (4) (2008)
Dan Hu, Hongxing Li, Xianchuan Yu
The information content of rules and rule sets and its application. Sci. China Ser. F Inf. Sci. 51 (12) (2008)
Dan Hu, Xianchuan Yu, Yuanfu Feng
DbEr: A New Discretization Algorithm Based on the Entropy of Relation. FSKD (5) (2008)
Dan Hu, Xianchuan Yu, Yuanfu Feng
Randomization Test for Importance Degree of Variables in Rough Set Theory. PACIIA (2) (2008)
Jiamian Ren, Xianchuan Yu, Bixin Hao
Classification of landsat TM image based on non negative matrix factorization. IGARSS (2007)
Nan Zhang, Xianchuan Yu, Guosheng Ding
An Optimal Independent Component Analysis Approach for Functional Magnetic Resonance Imaging Data. IIH-MSP (2006)
Li-bao Zhang, Xianchuan Yu, Shi-hong Wang
New Region of Interest Image Coding Based on Multiple Bitplanes Up-Down Shift Using Improved SPECK Algorithm. ICICIC (3) (2006)
Li-bao Zhang, Xianchuan Yu
Multiple Regions of Interest Image Coding using Compensation Scheme and Alternating Shift. ICPR (3) (2006)
Hui He, Xianchuan Yu, Wanglu Peng
A comparison between FastICA and KernelICA in remote sensing imagery classification. IGARSS (2005)
Chen Yu, Xianchuan Yu, Jingru Hou
The theory of disjunctive kriging and its application in grade estimate. IGARSS (2004)
Xianchuan Yu, Xiaochun Cheng
Research of independent component analysis. SMC (5) (2004)
Xianchuan Yu, Xiaochun Cheng, Guosheng Ding, Nan Zhang, S. Zhong
Functional magnetic resonance imaging based on Wiener filter over wavelet domain. SMC (4) (2004)