耿修瑞-尊龙登录

    耿修瑞，中国科学院空天信息创新研究院，研究员。中国科学院大学岗位教授。研究方向为机器学习与遥感应用，重点开展高光谱遥感、图像处理、模式识别、矩阵基础理论与应用等方面研究。在特征提取、目标检测与识别、图像匹配、聚类分析等研究方向做出了开创性贡献。在国内外学术期刊发表学术论文百余篇，出版学术专著1部。

工作经历:

2016.07-至今      中国科学院空天信息创新研究院    研究员

2009.07-2016.06   中国科学院电子学研究所          副研究员

2007.07-2009.06   中国科学院电子学研究所          助理研究员

机器学习与遥感应用

（1）高光谱图像小目标检测技术研究  负责人  自然科学基金 2006.01—2008.12

（1）学术论文

[1] x. geng*, z. xiao, l. ji, y. zhao, and f. wang, "a gaussian elimination based fast endmember extraction algorithm for hyperspectral imagery," isprs journal of photogrammetry and remote sensing,  2013

[2] x. geng*, s. kang, j. luyan, z. yongchao, and t. hairong, "optimizing endmembers using volume invariant constrained model," ieee transactions on image processing, 2015

[3] x. geng*, l. ji, and y. zhao, "filter tensor analysis: a tool for multi-temporal remote sensing target detection," isprs journal of photogrammetry and remote sensing, 2019

[4] l. wang and x. geng*, "the real eigenpairs of symmetric tensors and its application to independent component analysis," ieee transactions on cybernetics, 2021

[5] x. geng*, k. sun, l. ji, and y. zhao, "a fast volume-gradient-based band selection method for hyperspectral image," ieee transactions on geoscience and remote sensing, 2014

[6] x. geng* and w. yang, "cyclic shift matrix—a new tool for the translation matching problem," ieee transactions on geoscience and remote sensing, 2019

[7] x. geng*, ji l, wang f, et al. statistical volume analysis: a new endmember extraction method for multi/hyperspectral imagery[j]. ieee transactions on geoscience and remote sensing, 2016

[8] x. geng* and h. tang, "clustering by connection center evolution," pattern recognition, 2019

[9] x. geng* and l. wang, "npsa: nonorthogonal principal skewness analysis," ieee transactions on image processing, 2020

[10] x. geng*, ji l, sun k. clever eye algorithm for target detection of remote sensing imagery[j]. isprs journal of photogrammetry and remote sensing, 2016

（2）专著

[1]《矩阵之美-基础篇》，科学出版社，2023

（1）中国科学院优秀导师