计算机视觉与遥感图像理解
地理空间大数据解译

   

081002-信号与信息处理

计算机视觉与遥感图像理解
机器学习与地理空间大数据挖掘

2004-09--2009-06   中国科学院大学   博士
2000-09--2004-06   北京航空航天大学   学士

研究生

博士

   

2015-09~现在, 中国科学院空天信息研究院, 研究室副主任
2014-03~2015-01,中国科学院电子学研究所, 副研究员
2013-01~2013-07,德国卡尔斯鲁厄理工学院, 访问学者
2009-07~2014-02,中国科学院电子学研究所, 助理研究员

2019-08-09-今,雷达学报, 青年编委
2019-07-31-今,IEEE JSTAR期刊, 客座编委
2019-02-27-今,IEEE, 高级会员
2015-06-28-今,中国电子学会, 高级会员
2014-12-30-今,中国科学院青年创新促进会, 会员

科研实践Ⅰ
地理空间大数据分析：方法与应用
地理空间大数据分析:方法与应用

   

（1） 空天信息分布式处理服务系统与应用, 一等奖, 国家级, 2019
（2） 空天信息共享服务平台与应用, 一等奖, 部委级, 2018
（3） 地理空间信息系统及应用工程研究, , 部委级, 2016
（4） 基于先验引导及多要素关联的目标动态分析技术, 三等奖, 部委级, 2013
（5） 基于目标特性的图像解译支持技术, 二等奖, 部委级, 2012

[1] 孙显, 许光銮, 张跃, 周瑞雪, 张腾飞, 魏浩然, 吴成龙. 一种基于迁移学习的小样本遥感目标检测方法及系统. CN: CN111860236B, 2021-12-03.

[2] 孙显, 付琨, 刁文辉, 李以福, 宋晶晶, 陈佳良, 韩记伟, 闫志远. 一种基于人工智能的在线协同化遥感图像标注系统. CN: CN111580947B, 2021-10-01.

[3] 孙显, 许光銮, 张文凯, 刘文杰, 汪勇, 李轩, 张政远. 一种基于多模态特征融合的图像像素语义分割方法及系统. CN: CN112101410B, 2021-08-06.

[4] 张文凯, 孙显, 许光銮, 张政远, 李轩, 汪勇, 刘文杰. 高低层特征融合的注意力遥感图像描述的生成方法及系统. CN: CN111860235B, 2021-08-06.

[5] 孙显, 王佩瑾, 刁文辉, 张义, 闫志远, 冯瑛超, 马益杭, 许滔. 一种基于动态注意力机制的遥感目标快速检测方法及系统. CN: CN111626176B, 2021-08-06.

[6] 付琨, 刁文辉, 孙显, 代贵杰, 牛瑞刚, 闫梦龙, 卢宛萱, 郭荣鑫. 基于自注意特征聚合网络的遥感图像语义分割方法及装置. CN: CN111582104B, 2021-08-06.

[7] 王智睿, 孙显, 付琨, 荆浩, 肖岱峰, 傅佳美, 孙元睿. 基于选择注意力网络的SAR图像复杂建筑物提取方法及系统. CN: CN111860233B, 2021-05-18.

[8] 付琨, 许光銮, 孙显, 李以福, 韩记伟, 陈佳良, 宋晶晶, 张义. 一种遥感影像数据快速访问方法及系统. CN: CN111565220B, 2021-05-18.

[9] 孙显, 王佩瑾, 付琨, 杨竹君, 冯瑛超, 张义, 王智睿. 基于容器的深度学习模型测试评估全流程自动管理方法. CN: CN112612681A, 2021-04-06.

[10] 孙显, 刁文辉, 付琨, 路晓男, 容雪娥, 张文凯, 王剑宇. 基于任务域知识迁移的神经网络持续学习方法及装置. CN: CN112580806A, 2021-03-30.

[11] 孙显, 于泓峰, 付琨, 李硕轲, 臧倩, 祝阳光, 闫志远. 一种基于有向无环图的机器学习工作流调度方法及系统. CN: CN112558938A, 2021-03-26.

[12] 孙显, 付琨, 闫志远, 刁文辉, 闫梦龙, 刘迎飞, 王佩瑾, 武斌, 李霁豪. 一种大规模遥感图像中不规则形状目标的检测方法及系统. CN: CN111860171B, 2021-03-23.

[13] 孙显, 付琨, 赵良瑾, 闫梦龙, 刁文辉, 柴亚捷, 耿凯, 闫志远, 张义, 李浩. 一种用于车辆检测的无人机与地面协同处理系统. CN: CN111627220B, 2021-03-23.

[14] 孙显, 张文凯, 付琨, 周瑞雪, 杜润岩, 宋晶晶, 于泓峰. 一种生成对抗式多任务多要素样本自动标注方法及装置. CN: CN112507950A, 2021-03-16.

[15] 孙显, 付琨, 闫志远, 刁文辉, 陈凯强, 时爱君, 赵良瑾, 张义. 基于半监督对抗学习的模型训练方法及图像变化分析方法. CN: CN111598174B, 2020-12-29.

[16] 孙显, 付琨, 闫志远, 张晓安, 刁文辉, 曹志颖, 李霁豪, 卢宛萱. 基于多模态端到端网络的遥感数据精细化分类方法及装置. CN: CN111582102B, 2020-12-29.

[17] 付琨, 许光銮, 孙显, 李以福, 陈佳良, 张义, 韩记伟, 宋晶晶. 基于分布式hbase存储的海量遥感数据组织管理方法及系统. CN: CN111552753B, 2020-12-29.

[18] 孙显, 刁文辉, 闫梦龙, 闫志远, 柴亚捷, 马益杭, 朱子聪, 赵良瑾, 刘迎飞. 一种基于轻量化蒸馏网络的遥感图像目标检测方法及系统. 2020103499356, 2020-04-28.

   

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（1） 高分辨率遥感图像理解, High resolution remote sensing image understanding, 科学出版社, 2011-11, 第 1 作者

   

（ 1 ） 大数据条件下基于深度学习的多源信息分析与预测技术, 主持, 国家级, 2017-09--2020-12
（ 2 ） 半实物仿真平台, 主持, 国家级, 2019-06--2020-02
（ 3 ） 可重构智能解译终端, 主持, 国家级, 2019-06--2020-12
（ 4 ） 高分基础支撑技术测试评估平台, 主持, 国家级, 2020-01--2021-12
（ 5 ） 高分基础支撑技术样本数据库, 主持, 国家级, 2020-01--2021-12

（1）Automatic detection and recognition of man-made objects in high resolution remote sensing images using hierarchical semantic graph model   Xian SUN   2013-05-23
（2）基于空间语义一致模型的高分辨率遥感图像解译方法   高分辨率对地观测学术年会   孙显   2012-12-20

已指导学生

陈静  硕士研究生  081002-信号与信息处理  

高勋  硕士研究生  081002-信号与信息处理  

葛志朋  硕士研究生  081002-信号与信息处理  

王承之  硕士研究生  081002-信号与信息处理  

王佩瑾  硕士研究生  081002-信号与信息处理  

现指导学生

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田雨  博士研究生  081002-信号与信息处理  

刘迎飞  硕士研究生  081002-信号与信息处理  

时爱君  硕士研究生  081002-信号与信息处理  

殷东硕  博士研究生  081002-信号与信息处理  

彭景权  硕士研究生  081002-信号与信息处理  

吕艺璇  硕士研究生  081002-信号与信息处理