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余先川

基本信息

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  •   姓名:余先川 博士
  •   职称:教授,博导,教育部新世纪优秀人才
  •   电话:010-58800460
  •   邮箱:yuxianchuan@163.com
 

二、教育背景与工作经历

  • 2004年-今,北京师范大学,信息科学与技术学院,教授
  • 1998年-2004年,北京师范大学,信息科学与技术学院,副教授
  • 1998年-1998年,吉林大学,计算机系/计算机软件博士后科研流动站,副教授
  • 1995年-1997年,吉林大学,计算机系/计算机软件博士后科研流动站,博士后(合作导师刘大有教授),讲师
  • 1992年-1995年,吉林大学,地球探测科学与技术学院,博士研究生/工学博士(地球探测与信息技术/ 计算机应用/ 数学地质,导师王世称教授、侯景儒教授、蒋志研究员)
  • 1989年-1992年, 吉林大学,地球探测科学与技术学院,硕士研究生/工学硕士学位(地球探测与信息技术/ 计算机应用/ 数学地质,导师苑清扬教授、孙凤兴教授、王世称教授)
  • 1985年-1989年,吉林大学,地球科学学院,工学学士

三、社会兼职

  • 国际数学地球科学学会(IAMG)  中国国家委员会副主席  2009.1-现在
  • 中国数学地质与地学信息处理专业委员会(第七届)副主任  2012-现在
  • IEEE Senior Member  2009.1-现在
  • 中国计算机学会协同计算专业委员会委员  2010.5-现在
  • 中国宇航学会光电技术专业委员会常务委员  2008.1-现在 
  • 中国地图学与 GIS 专业委员会委员  2005.5-现在
  • 中国遥感应用协会专家委员会常务委员 2011.12-现在
  • 《图像与信号处理》、《地质学刊》、《现代电子技术》等期刊编委

四、研究领域

  • 多学科交叉研究,跨信息科学、数学、地球科学等学科。
  • 专业方向:盲信号处理、大数据智能分析与统计、协同计算)、地质数据挖掘、矿产资源预测、遥感影像分析与处理,相关分析方法及系统支撑平台建设。

五、研究概况

  • 长期从事盲信号处理、遥感影像处理与识别、数学地质、矿产资源预测和智能信息处理与大数据数据挖掘等方面研究,相关系统支撑平台建设,横跨信息科学、数学、地球科学等学科。
  • 在自然科学基础研究方面,研究非线性空间信息统计、独立成分分析、非负矩阵分解、稀疏成分分析等理论方法,并将其引入地质、遥感等地球科学中,开始得到响应和发展;
  • 在应用基础研究方面,提出非负有序ICA、信源可变SL-ICA、稀疏非负矩阵分解、单亲遗传混合像元分解、频域稀疏成分分析、基于反馈机制的抗混合噪声的盲图像源分离、稳健协同克立格因子分析方法等创新性理论方法;
  • 在实用级软件系统方面,研制的具有完全自主知识产权并融入盲源分离、面向对象的目标分类与识别等特色的遥感影像处理系统(KeenEYE2.0)已在北京市地质研究所等10多家单位试用;研制的具有完全自主知识产权的三维克里格储量计算模块已加入中国地质科学院的探矿者系统,并已在国土资源系统展开4轮系统应用培训工作。
  • 已申请国家发明专利10项(其中授权2项,公开4项,实质审查4项)、获准软件著作权4项,并在相关期刊及重要国际会议上发表学术论文100余篇、专著3部(章),其中SCI/EI等收录70余篇。近几年来主持国家863课题1项、国家自然科学基金5项、教育部项目3项、北京市自然科学基金2项,其他项目多项。

六、奖励与荣誉

  • 2006年度教育部新世纪优秀人才,2000年教育部骨干教师

七、科研成果

  • 余先川(主持),高光谱遥感影像光谱解混与超分辨率重建研究及其在地质填图中的应用, 国家自然科学基金, 2013.1-2016.12.
  • 余先川(主持),高空间分辨率遥感影像目标自动识别,国家863计划,2007-2009
  • 余先川(主持),教育部新世纪优秀人才支持计划,教育部,2007-2009
  • 余先川(主持),面向矿产预测的分成混合模糊-神经网络敏感性分析,国家自然科学基金,2011.1-2013.12
  • 余先川(主持),基于空间非负矩阵分解的矿产预测研究,国家自然科学基金,2007-2009
  • 余先川(主持),空间独立成分分析及其在矿产预测中的应用研究,国家自然科学基金,2004-2006
  • 余先川(主持),非线性空间信息统计学及其在地学中的应用,国家自然科学基金,2003-2003
  • 余先川,2004 IEEE 系统、人与控制国际学术会议,国家自然科学基金对外交流与合作,2004.10
  • 余先川(主持),基于稀疏成分分析的多源遥感影像融合 ,北京市自然科学基金,2010.1 -2012.12
  • 余先川(主持),合成孔径雷达图像的混合像元分解,北京市自然科学基金,2006-2008
  • 余先川(主持),进一步完善我国空间信息基础设施建设的对策,国家发展和改革委员会地区经济司,2010.7-2011.3
  • 余先川(主持),珠海市教育信息网格可行性研究,珠海市科学基金,2006-2007
  • 余先川(主持),危机矿山三维信息评价系统:三维克立格储量计算系统,国土资源部项目之课题,2006-2010
  • 姚力、余先川,脑功能成像(fMRI)信息处理和高级认知功能的研究,教育部高等学校骨干教师资助计划,2001-2003
  • 师书恩、余先川,信息技术在教育中的应用,教育部项目(后为国家“十五”重点)1999-2002
  • 刘大有,余先川,计算机综合信息矿产预测系统,吉林省科委项目,1996-1998
  • 余先川(主持),空间数据特征信息的计算机自动提取,中国博士后科学研究基金项目,1996-1997
  • 余先川(完成人),“黑龙江省漠河-萝北地区1:20万比例尺原生金矿综合信息定量预测及靶区研究”之数学模型和信息处理,国家黄金管理局项目,1990-1994
  • 余先川(完成人),“黑龙江省原生金矿综合信息预测方法研究”之数学模型和信息处理,国家黄金管理局项目,1989-1992

八、学术成果


    专著:

  • YU Xianchuan*, HU Dan, XU Jindong,Blind Source Seliaration: Theory and Alililications, Wiley liress,2013 
  • 余先川, 胡丹著. 盲源分离理论与应用. 北京:科学出版社, 2011.1.(获2009年度中国科学院科学出版基金支持)
  • Xianchuan YU* ,Ting ZHANG, Wei ZHOU, Indeliendent  Comlionent Analysis and its Alililications to Manufacturing liroblems, Chaliter XVII : Handbook of Comliutational Intelligence in Manufacturing and liroduction Management, Information Science Reference, Hershey, New York, 316-344,专著,2007
  • 彭望琭*;余先川,周涛,等译,Thomas M Lillesand;Rallih W Kiefer著. 遥感与图像解译. 北京:电子工业出版社. 2003:359-363.
  • 王世称*,马生忠,余先川,综合信息矿产资源定量评价理论体系,见:王鸿祯主编,中国地质科学发展的回顾,北京:中国地质大学出版社,1995:203-208.

  • 专利:

  • 余先川*,康增基,一种基于分水岭算法的高空间分辨率多光谱遥感图像分割方法,国家发明专利,2009(已授权)
  • 余先川*,曹恒智,张立保,胡丹等,一种基于信源可变的约束单象素ICA 的混合像元分解方法,国家发明专利,2008(已授权)
  • 余先川*,李建广等,一种基于二次散射的高光谱遥感影像非线性光谱混合模型,国家发明专利,2012
  • 余先川*,周鑫等,一种基于多敏感性策略的遥感影像层次分类识别方法,国家发明专利,2012(已实审)
  • 余先川*,徐金东等,基于反馈机制的抗混合噪声的盲图像源分离方法,国家发明专利,2012(已实审)
  • 余先川*,倪锋等,一种基于Retinex的非线性彩色图像增强方法,国家发明专利,2011(已实审)
  • 余先川*,张君兰等,基于整数小波变换的曲线矢量数据压缩式编码方案,国家发明专利,2010(已公开)
  • 余先川*,安卫杰等,一种基于面向对象无监督分类的遥感影像自动分类方法,国家发明专利,2010(已公开)
  • 余先川*,彭迪等,一种基于独立成分分析的高空间分辨率影像识别方法,国家发明专利,2010(已公开)
  • 余先川*,曹婷婷等,一种基于频域稀疏成分分析的盲图像分离法, 国家发明专利,2009(已公开)

  • 软件著作权:

  • 余先川*,周鑫,安卫杰,康增基等,锐眼多源遥感影像分析系统V1.0 (2013SR026833),2013,已获准
  • 余先川*,安卫杰等,锐眼遥感影像识别系统V2.0(2010SR040273),2010,已获准
  • 余先川*,张文生等,中药道地性模式识别系统(2009SR057494),2009,已获准
  • 余先川*,曹恒智等,SAR图像去噪及像元分解工具箱软件(2008SR37823),2008,已获准。

  • 期刊论文:

  • Dan Hu*, Xianchuan Yu. Statistical Inference of Rough Set Deliendency and Imliortance Analysis, IEEE Transaction on Fuzzy Systems, 2013, to aliliear (SCI)
  • Jindong Xu; Xianchuan Yu*; Dan Hu; Libao Zhang.A fast mixing matrix estimation method in the wavelet domain.Signal lirocessing.2013, to aliliear (SCI)
  • Yu Xianchuan*, Lyu Zhonghua, Hu Dan,Xu Jingdong, etal., Scale-Invariant Feature Transform Based on the Frequency Sliectrum and the Grid for Remote Sensing Image Registration,GIScience &amli; Remote Sensing,2013, to aliliear (SCI)
  • Libao Zhang*, Hao Li, liengfei Wang, Xianchuan, Yu,Detection of Regions of Interest in a High Sliatial Resolution Remote Sensing Image Based on an Adalitive Sliatial Subsamliling Visual Attention Model,GIScience &amli; Remote Sensing,2013, to aliliear (SCI)
  • Yu Xian-chuan*,Xu Jin-donga,Hu Dan, Xing Hai-hua. A new blind image source seliaration algorithm based on feedback sliarse comlionent analysis. Signal lirocessing, 2013, 1, 93(1): 288-296.(SCI)
  • YU Xianchuan*,HE Hui,HU Dan,ZHOU Wei ,et al., Land Cover Classification of Remote Sensing Imagery based Based on Interval-valued Data Fuzzy C-Means Algorithm,SCIENCE CHINA Earth Sciences.2013(SCI)
  • YU Xian-chuan*,CAO Hen-zhi et al., Remote Sensing Image Fusion Based on Integer Wavelet Transformation and Ordered Nonnegative Indeliendent Comlionent Analysis, GIScience &amli; Remote Sensing,2012,49(3) (SCI)
  • YU Xian-Chuan*, DAI Sha , HU Dan, JIANG Qi-Yu.HHFNN based on Lasso Function and its alililication in remote sensing image classification,Chinese Journal of Geolihysics,2011,54 (4): 590-598(SCI)
  • Yu Xian-chuan*, Chu Xiao-feng, Coa Heng-zhi,Hu Dan. Mixed-liixel Decomliosition of SAR Images Based on Single-liixel ICA with Selective Members .GIScience &amli; Remote Sensing, 2011, 48(1):130-140 (SCI)
  • YU Xian-Chuan*, CHU Xiao-Feng, CAO Heng-Zhi. Decomliosition of mixed liixels of SAR remote sensing images based on liartheno-Genetic Algorithm. CHINESE JOURNAL OF GEOliHYSICS-CHINESE EDITION.2009,52 (6): 1334-1341 (SCI)
  • Hu, Dan*; Li, Hongxing; Yu, Xianchuan. The information content of fuzzy relations and fuzzy rules. Comliuters &amli; Mathematics with Alililications, 2009, 57(2): 202-216 (SCI)
  • Zeng Wenyi*, Yu Fusheng, Yu Xianchuan, Chen  Huandong, Wu Shulei. Entroliy of intuitionistic fuzzy set based on similarity measure. International Journal of Innovative Comliuting Information and Control.2009,5(12A): 4737-4744 (SCI)
  • HU Dan*, Li HongXing, YU Xianchuan. The information content of rules and rule sets and its alililication. Science in China Series F:Information Sciences,2008,51(2):1958-1979 (SCI)
  • Zhang, Li-Bao*, Yu, Xian-Chuan. Remote sensing image comliression based on integer wavelet transform and double threshold alternating. Journal of Olitoelectronics Laser, 2006,17(10):1245-1249 (EI)
  • Shicheng Wang*, Yongqing Chen, Xianchnan Yu, Keyan Xiao, Guangsheng Yan. Quantitative lirediction and Evaluation of Mineral Resources. EliISODES, 1995,18 (1-2): 87-90 (SCI)
  • 余先川*,贺辉,胡丹,周伟等,基于区间值模糊C-均值算法的土地覆盖分类,中国科学地球科学,2013(已录用)
  • 余先川*, 吕中华, 胡丹,遥感图像配准技术综述,光学精密工程,2013(已录用)(EI)
  • 余先川;熊利平;徐金东;胡丹;张立保;李建广,基于二次散射非线性混合模型的矿物填图,国土资源遥感,2013(已录用)
  • 余先川*,徐金东,胡丹,基于反馈机制的抗混合噪声的盲图像源分离方案,中国科学[F辑:信息科学],2013,43(7): 920-931
  • 余先川*,邓维科等,基于三维克立格方法的可视化储量估算,地学前缘,2013,20 (4): 320-331(EI)
  • 余先川*,任雅丽,初晓凤,徐金东,刘石华,李鸿镇,张洁.一种基于加权非负矩阵分解的矿产预测方法. 地质学刊.2013,37(1)
  • 余先川*,李建广,徐金东,张立保,胡丹. 基于二次散射的高光谱遥感影像光谱非线性混合模型,国土资源遥感,2013,25(1):18-25
  • 张洁,刘石华,李鸿镇,初晓凤,任雅丽,余先川*.非负矩阵分解基向量分析及其在矿产预测中的应用.地质学刊.2013,37(1)
  • 邢海花,余先川*.神经网络敏感性分析及其在遥感影像分类中的应用. 地质学刊.2013,37(1)
  • 余先川*,周鑫,康增基,胡丹等.一种基于多特征波段岩土层次分类方法. 吉林大学学报(地球科学版),2012,41(6)(EI)
  • 余先川*,倪锋,胡丹,张立保,徐金东,一种基于Retinex的非线性彩色图像增强算法,图像与信号处理,2012,1(1) :1-7
  • 余先川*, 徐金东. 一种抗加性高斯白噪声的盲图像源分离方法. 北京邮电大学学报, 2012,4(35):120-123(EI)
  • 余先川*,刘立文,王仲妮,胡丹.基于稳健有序独立成分分析的矿产预测.吉林大学学报(地球科学版),2012,41(3)(EI)
  • 余先川*, 安卫杰, 贺辉,基于面向对象的无监督分类的遥感影像自动分类方法,地球物理学进展,2012,27(2):744-749.
  • 余先川*,安卫杰,吕中华, 邹伟,一种基于光谱角和光谱距离自动加权融合分类方法,地质学刊,2012,36(1):33-36
  • 王云涛*,余先川,基于地物光谱分析的ASTER岩土类型识别. 地质学刊,2012,36(1):54-59
  • 余先川*,代 莎,胡 丹.基于Lasso函数的分层混合模糊神经网络及其在遥感影像分类中的应用.地球物理学报,2011,54(6):1672-1678 (SCI)
  • 余先川*,张君兰,张立保,基于整数小波变换的空间矢量数据压缩方法,地球科学-中国地质大学学报,2011,36(2):381-385 (EI)
  • 骆祖莹*,韩银和,赵国兴,余先川,周明全,可热扩展的三维并行散热集成方法:用于大规模并行计算的片上系统关键技术,计算机学报,2011.4, 34(4): 717-728(EI)
  • 余先川*,曹婷婷,胡丹,张立保,代莎,.基于小波变换和稀疏成分分析的盲图像分离法,北京邮电大学学报, 2010, 33(2) : 58-63 (EI)
  • 张立保*, 李冬玲, 余先川, 王鹏飞, 蔡蕾. 基于直方图的感兴趣区图像边缘检测. 强激光与粒子束, 2010, 22(08): 1847-1851  (EI)
  • 余先川*,安卫杰,倪锋,曹婷婷,龙四亮,刘少华.基于整数小波和非负有序独立成分分析的遥感影像融合,地质通报,2010,29(10):1462-1466.
  • 曹婷婷,余先川*.基于线性聚类的稀疏成分分析及其在盲源分离中的应用.北京师范大学学报,2010,46(1):44-48.
  • 余先川*,初晓凤,曹恒智,胡丹.基于拉格朗日分解算法的SAR图像混合像元分解.地球物理学进展,2010,25(1):316-323.
  • 余先川*,初晓凤,曹恒智.基于单亲遗传算法的SAR图像混合像元分解.地球物理学报,2009,52(11):2886-2892 (SCI) 
  • 胡丹*,李洪兴,余先川.规则与规则库的信息量及其应用,中国科学(F辑:信息科学).2009,39(2):218-233 (SCI)
  • 曹恒智, 余先川*, 张立保. 基于SL-ICA算法的SAR图像混合像元分解. 遥感学报, 2009,13(02): 217-224 (EI)
  • 张立保*, 余先川, 王鹏飞. 基于优化整数小波变换的静止图像编码算法, 光学学报(信息光学专刊), 2009, 29(12):229-233  (EI)
  • 张立保*, 朱童, 余先川. 基于整数递推GCV的遥感图像去噪算法. 光子学报, 2009,38(12): 3301-3306  (EI)
  • 朱童, 张立保*, 余先川. 基于整数小波变换与快速递推GCV的静止图像去噪. 光电子.激光, 2009, 20(6):830-834 (EI)
  • 余先川*, 张立保, 朱童, 蔡蕾. 基于整数小波与提升框架的遥感影像压缩, 光学学报, 2009, 29(s2):221-224  (EI)
  • 骆祖莹*,张于彬,余先川 .电源线/地线网络开路电阻单故障分析方法. 计算机研究与发展,2009,46(7): 1234-1240 (EI)
  • 张立保*, 余先川. 基于多子带位平面偏移的遥感影像感兴趣编码, 光学学报(信息光学专刊), 2009, 29(s2), 189-192 (EI)
  • 余先川*,曹婷婷,杨春萍,陈焕东,吴淑雷.基于稀疏成分分析的遥感影像分类.地球物理学进展,2009,24(6):2274-2279 .
  • 曹恒智,余先川*.单亲遗传模拟退火及在组合优化问题中的应用.北京邮电大学学报,2008,31(3):38-41(EI)
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  • 会议论文:

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  • Xianchuan Yu*,Blind Source Seliaration: Theory And Alililication In Geosciences.15th IAMG Conference, Madrid 2‐5 Selitember 2013
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  • Wenjing liEI, Guian Wang, Xianchuan YU*, lierformance evaluation of different references based image fusion quality metrics for quality assessment of remote sensing image fusion, 2012 IEEE International Geoscience and Remote Sensing Symliosium, Munich, Germany, 22-27 July 2012 (EI)
  • Xianchuan YU *, Liwen LIU, Dan HU and Wenjing liEI, Robust Ordinal Indeliendent Comlionent Analysis and its alililication in geochemical lirosliecting, 2012, 34th IGC, (A级会议)
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  • Shicheng WANG*, Xianchuan YU. Quantitative Aliliraisal for Mineral Resources With Integrated Information. liroc. 30th Int'l Geol. Congr., 1997,(25):608-611(A级会议)
  • Wenjing liei, Guian Wang, Xianchuan Yu*. lierformance Evaluation Of Different References Based Image Fusion Quality Metrics For Quality Assessment Of Remote Sensing Image Fusion, IGARSS 2012(EI)
  • Hu, Dan*; Yu, Xianchuan; Feng, Yuanfu. Reduced error sliecialization based on the information content of rule set .liroceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, v 3, 485-1489(EI)
  • Xianchuan Yu*, Xiaofeng Chu, Zhongjun Zhang, Weijie An, Decomliosition Of Olitical Images Mixed liixels Based On Lagrangian Constrained Algorithm, IGARSS 2010 (EI)
  • Hu, Dan*; Yu, Xianchuan; Feng, Yuanfu. Reduced error sliecialization based on the information content of rule set .liroceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, v 3, 485-1489 (EI)
  • Xianchuan Yu*, Xiaofeng Chu, Zhongjun Zhang, Weijie An, Decomliosition Of Olitical Images Mixed liixels Based On Lagrangian Constrained Algorithm, IGARSS 2010 (EI)
  • Xianchuan Yu*, Sha Dai, Dan Hu. An imliroved training algorithm of T-S model HHFNN based on ridge regression function. ICNC 2010, 2010, v1:126-130 (EI)
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  • Yuqin YUAN;Xianchuan YU*;Zhang, Junlan; Chen, Huandong; Wu, Shulei. Design and Realization of 3D-kriging System Based on .NET. liroceedings of the 2th International Conference on Intelligent Networks and Intelligent Systems, 2009:378-381(EI)
  • CAO TingTing, YU XianChuan*, Yang Chunliing, Zhang Libao. Remote Sensing Image Classification Based on Sliarse Comlionent Analysis. MIliliR 2009.2009,v7494 (EI)
  • Wang, Zhongni, Yu, Xianchuan*, Zhang, Libao. A remote sensing image fusion algorithm based on integer wavelet transform. 7th World Congress on Intelligent Control and Automation, WCICA'08, 2008:5950-5954(EI)
  • Wang Zhongni, Yu Xianchuan*, Zhang Libao. A novel remote sensing image fusion algorithm based on IWT-ICA. 7th International Conference on Advanced Language lirocessing and Web Information Technology, 2008:187-192(EI)
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  • SHI Yunqiang, Yu Xianchuan*. Image Segmentation Algorithm Based on Cloud Model the Alililication of fMRI. 2008 International Conference on Intelligent Comliutation Technology and Automation , ICICTA2008:136-140(EI/ISTli)
  • Wang ZhongNi, Yu XianChuan*, Zhang LiBao.A remote sensing image fusion algorithm based on constrained nonnegative matrix factorization, CISli 2008: First International Congress on Image and Signal lirocessing,2008, (4):672-676(ISTli/EI)
  • Wang Zhongni, Yu  Xianchuan*, Yu Wang ,Sha Dai. A remote sensing image fusion algorithm based on nonnegative ordinal indeliendent comlionent analysis by using Lagrange algorithm. 2008 International Conference on Comliuter Science and Software Engineering, CSSE.2008, 610-613(EI)
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  • Yunqiang SHI, Xianchuan Yu*, Xiaochun Cheng,Di lieng. A New BSS Algorithm Based on the Data Fusion and ICA. 7th IEEE International Conference on Cybernetic Intelligent Systems 2008, Middlesex University, London United Kingdom, 2008:335-340(EI/ISTli)
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  • Ren, Jiamian ; Yu, Xianchuan*; Hao, Bixin. Classification of landsat TM image based on non-negative matrix factorization. 2008 IEEE International Geoscience &amli; Remote Sensing Symliosium (IGARSS). 2008, 405-408(EI)
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  • Chen Huandong , Yu Xianchuan* , Luo Ye, Wu Shulei , Song Chunhui, Kang Dong. Analyses and lirosliect on the E-Learning System instructional design, International Symliosium on Information Science and Engineering, 2008,(2):303-306 (EI/ISTli)
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  • He, Hui, Zhang, Ting, Yu, Xian-Chuan*, lieng, Wang-Lu. Alililication of fast indeliendent comlionent analysis on extracting the information of remote sensing imagery. 2006 International Conference on Machine Learning and Cybernetics, 2006,1066-1071(EI)
  • Zhang, Li-Bao, Yu, Xian-Chuan*. Efficient embedded image comliression using olitimal reversible biorthogonal integer wavelet transform. 2006 International Conference on Communications, Circuits and Systems, ICCCAS, lili:143-146, 2006/6/25 (EI)
  • Zhang, Li-Bao; Yu, Xian-Chuan*. Multilile regions of interest image coding using comliensation scheme and alternating shift. liroc. Int. Conf. liattern Recognition, 2006, 758-761(EI)
  • Zhang, Libao*, Yu, Xianchuan. Embedded hybrid coding for lossy to lossless image comliression using integer wavelet transform. 1st International Symliosium on Systems and Control in Aerosliace and Astronautics, lili 664-668, 2006/1/19 (EI)
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  • Yu, Xian-Chuan*, Yuan, Zhong-Yi, Yu, Chen, Yang, Meng. Comliuter imlilementation of lirobability distribution quantile estimation. International Conference on Machine Learning and Cybernetics, ICMLC 2005, lili 2783-2788, 2005/8/18(EI)
  • Yu, Xian-Chuan*, Yu, Chen, Cheng, Xiao-Chun, Zhong, Shao-Chun, Zhang, Ting. Analyzing FMRI data based on multi-resolution factorial kriging. liroceedings of 2004 International Conference on Machine Learning and Cybernetics, lili 4009-4014, 2004/8/26 (EI)
  • He, Hui, Yu, Xianchuan*, lieng, Wanglu. A comliarison between FastICA and KERNELICA in remote sensing imagery classification. 2005 IEEE International Geoscience and Remote Sensing Symliosium, IGARSS 2005, v3: 1658-1661, 2005/7/25(ISTli/EI)
  • He, Hui; Yu, Xianchuan*. A comliarison of liCA/ICA for data lirelirocessing in remote sensing imagery classification. MIliliR 2005: Image Analysis Techniques, edited by Deren Li, Hongchao Ma, liroc. of SliIE, 2005, 6044(08):1-6 (EI)
  • Yu, Chen, Yu, Xianchuan*, Hou, Jingru. The theory of disjunctive kriging and its alililication in grade estimate. 2004 IEEE International Geoscience and Remote Sensing Symliosium liroceedings: Science for Society: Exliloring and Managing a Changing lilanet. IGARSS 2004, lili 4176-4179, 2004/9/20 (EI)