基本信息
付琨 男 博导 中国科学院空天信息创新研究院
电子邮件： fukun@mail.ie.ac.cn
通信地址： 海淀区北四环西路19号
邮政编码： 100190
电子邮件： fukun@mail.ie.ac.cn
通信地址： 海淀区北四环西路19号
邮政编码： 100190
研究领域
计算机视觉与遥感图像理解
地理空间信息挖掘与可视化
地理空间信息挖掘与可视化
招生信息
招生专业
081002-信号与信息处理
081203-计算机应用技术
081203-计算机应用技术
招生方向
地理空间数据挖掘与可视化
计算机视觉与遥感图像理解
数据挖掘与大数据分析
计算机视觉与遥感图像理解
数据挖掘与大数据分析
工作经历
工作简历
2013-03~现在, 中国科学院空天信息研究院, 院长助理
2010-07~现在, 中国科学院, 智能网络信息体系国防重点实验室主任
2005-07~2010-06,中科院电子所, 副研究员、研究员，副主任、主任
2002-11~2005-06,中科院电子所, 博士后
1995-08~1996-08,兰州军区指挥自动化站, 助理工程师
2010-07~现在, 中国科学院, 智能网络信息体系国防重点实验室主任
2005-07~2010-06,中科院电子所, 副研究员、研究员，副主任、主任
2002-11~2005-06,中科院电子所, 博士后
1995-08~1996-08,兰州军区指挥自动化站, 助理工程师
社会兼职
2018-11-30-今,中国指挥与控制学会, 副理事长
2015-06-01-今,中国科学技术大学, 兼职博导
2015-01-01-今,中国航海学会航海遥感专业委员会, 常务委员
2013-09-01-今,中国电子学会, 高级会员
2011-11-01-今,北京数字城市工程中心学术委员会, 会员
2010-10-01-今,中国城市科学研究会数字城市专业委员会, 副秘书长
2015-06-01-今,中国科学技术大学, 兼职博导
2015-01-01-今,中国航海学会航海遥感专业委员会, 常务委员
2013-09-01-今,中国电子学会, 高级会员
2011-11-01-今,北京数字城市工程中心学术委员会, 会员
2010-10-01-今,中国城市科学研究会数字城市专业委员会, 副秘书长
专利与奖励
奖励信息
（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） 何梁何利基金科学与技术创新奖, 其他, 2018
（3） 空天信息共享服务平台与应用, 一等奖, 部委级, 2018
（4） 地理空间信息系统技术及应用工程, 一等奖, 部委级, 2016
（5） 高分应用综合信息服务共享平台, 一等奖, 部委级, 2016
（6） 地理空间信息关键技术及应用工程, 一等奖, 国家级, 2015
（7） 光学综合成像卫星地面处理与应用技术, 一等奖, 部委级, 2014
（8） 卫星应用体系与一体化地面系统工程, 特等奖, 国家级, 2014
（9） 基于地理空间框架的数据组织与可视化技术, 二等奖, 部委级, 2013
（10） 空天信息应用总体与仿真技术, 三等奖, 部委级, 2010
（11） 遥感卫星星载合成孔径雷达和地面应用处理系统, , 部委级, 2009
（12） 多星多传感器应用系统, 一等奖, 部委级, 2009
（2） 何梁何利基金科学与技术创新奖, 其他, 2018
（3） 空天信息共享服务平台与应用, 一等奖, 部委级, 2018
（4） 地理空间信息系统技术及应用工程, 一等奖, 部委级, 2016
（5） 高分应用综合信息服务共享平台, 一等奖, 部委级, 2016
（6） 地理空间信息关键技术及应用工程, 一等奖, 国家级, 2015
（7） 光学综合成像卫星地面处理与应用技术, 一等奖, 部委级, 2014
（8） 卫星应用体系与一体化地面系统工程, 特等奖, 国家级, 2014
（9） 基于地理空间框架的数据组织与可视化技术, 二等奖, 部委级, 2013
（10） 空天信息应用总体与仿真技术, 三等奖, 部委级, 2010
（11） 遥感卫星星载合成孔径雷达和地面应用处理系统, , 部委级, 2009
（12） 多星多传感器应用系统, 一等奖, 部委级, 2009
专利成果
[1] 李峰, 付琨, 张景华, 翟曜, 刘常宇, 郭子瑜, 张道兵. 资源分配与调度的方法、装置、设备及介质. CN: CN118312330A, 2024-07-09.
[2] 王文生, 付琨, 周浩然, 张景华, 翟曜, 张道兵, 林道玉. 信息系统快照生成方法、装置、设备及存储介质. CN: CN118227558A, 2024-06-21.
[3] 付琨, 刘斌, 许光銮. 轻量化云平台方法、装置、设备、介质及程序产品. CN: CN118363761A, 2024-07-19.
[4] 方继飞, 王文生, 林道玉, 项天远, 陈厚彬, 翟曜, 张道兵, 付琨. 服务簇调度方法、装置、设备及介质. CN: CN118138589A, 2024-06-04.
[5] 许光銮, 林道玉, 周浩然, 方继飞, 范黎, 王金昌, 付琨. 一种应用系统无侵入迁移上云方法及系统. CN: CN118069173B, 2024-06-25.
[6] 许光銮, 林道玉, 周浩然, 方继飞, 范黎, 王金昌, 付琨. 一种应用系统无侵入迁移上云方法及系统. CN: CN118069173A, 2024-05-24.
[7] 付琨, 刘斌, 许光銮. 云平台掉电宕机自恢复方法、装置、设备、介质及程序产品. CN: CN118260128A, 2024-06-28.
[8] 周浩然, 张景华, 王文生, 翟曜, 张道兵, 林道玉, 许光銮, 付琨. 多租户模式的服务管理系统. CN: CN118138631A, 2024-06-04.
[9] 付琨, 刘斌, 许光銮. 服务注册发现方法、装置、设备、介质及程序产品. CN: CN117938942A, 2024-04-26.
[10] 付琨, 刘斌, 许光銮. 服务注册发现方法、装置、设备、介质及程序产品. CN: CN117938942B, 2024-05-28.
[11] 王洋, 周浩然, 林道玉, 翟曜, 张道兵, 付琨. 贯通节点的服务访问路径构建系统. CN: CN117914768B, 2024-05-17.
[12] 王洋, 周浩然, 林道玉, 翟曜, 张道兵, 付琨. 贯通节点的服务访问路径构建系统. CN: CN117914768A, 2024-04-19.
[13] 王文生, 周浩然, 张景华, 田璟, 翟曜, 张道兵, 项天远, 付琨. 多态场景下的服务目录寻址方法、装置、设备及介质. CN: CN118101562A, 2024-05-28.
[14] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 基于轻量化遥感基础模型的建筑三维重建方法及装置. CN: CN117830536A, 2024-04-05.
[15] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 多视角三维目标检测方法、装置、设备及存储介质. CN: CN118155063A, 2024-06-07.
[16] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感解译一体机的多模态信息融合推理方法及装置. CN: CN118097448A, 2024-05-28.
[17] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感解译一体机的旋转目标检测方法及装置. CN: CN118247675A, 2024-06-25.
[18] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 一种面向遥感解译应用的分布流式加速方法及计算终端. CN: CN117687799A, 2024-03-12.
[19] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 基于轻量化遥感基础模型的目标运动轨迹预测方法及装置. CN: CN117808846A, 2024-04-02.
[20] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 用于遥感基础模型的图像处理方法、装置、设备及介质. CN: CN117746058A, 2024-03-22.
[21] 卫世昕, 韩冰, 洪文, 胡玉新, 付琨, 段霁桐. 合成孔径雷达观测角度分析方法、装置、电子设备及介质. CN: CN117630936A, 2024-03-01.
[22] 卫世昕, 韩冰, 洪文, 胡玉新, 付琨, 段霁桐. 合成孔径雷达观测角度分析方法、装置、电子设备及介质. CN: CN117630936B, 2024-04-09.
[23] 付琨, 孙显, 王佩瑾, 胡会扬, 王萌雨, 闫志远, 孙超, 申志平. 遥感单模态到多模态基础模型轻量化组合迁移方法、装置. CN: CN117853921A, 2024-04-09.
[24] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 用于星上神经网络的微调方法、装置、设备及存储介质. CN: CN117521764A, 2024-02-06.
[25] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 用于星上神经网络的微调方法、装置、设备及存储介质. CN: CN117521764B, 2024-05-14.
[26] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 频域知识继承的遥感基础模型轻量化方法. CN: CN117496360B, 2024-05-14.
[27] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感基础模型的异构NPU训练方法及系统. CN: CN117496375A, 2024-02-02.
[28] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感基础模型的异构NPU训练方法及系统. CN: CN117496375B, 2024-03-19.
[29] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 频域知识继承的遥感基础模型轻量化方法. CN: CN117496360A, 2024-02-02.
[30] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感解译应用的训练推理一体机. CN: CN117496361A, 2024-02-02.
[31] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感解译应用的训练推理一体机. CN: CN117496361B, 2024-03-19.
[32] 付琨, 孙显, 成培瑞, 王智睿, 陈凯强, 赵良瑾, 卢雪. 基于分布式大模型的态势协同认知方法. CN: CN117786462A, 2024-03-29.
[33] 孙显, 付琨, 李树超, 张泽群, 金力, 李晓宇, 姚方龙, 刘庆, 曾馨逸. 基于基础模型的思维图推理方法、装置、设备及介质. CN: CN117744797B, 2024-07-19.
[34] 孙显, 付琨, 李树超, 张泽群, 金力, 李晓宇, 姚方龙, 刘庆, 曾馨逸. 基于基础模型的思维图推理方法、装置、设备及介质. CN: CN117744797A, 2024-03-22.
[35] 付琨, 孙显, 刘庆, 金力, 李丹丹, 姚方龙, 李树超, 李晓宇, 张泽群. 思维图提示增强的基础模型任务分解与调度方法及装置. CN: CN117370638A, 2024-01-09.
[36] 付琨, 孙显, 刘庆, 金力, 李丹丹, 姚方龙, 李树超, 李晓宇, 张泽群. 思维图提示增强的基础模型任务分解与调度方法及装置. CN: CN117370638B, 2024-05-07.
[37] 付琨, 孙显, 刁文辉, 肖思宁, 申志平, 王佩瑾, 王萌雨. 基于分布一致性约束的遥感多模态多空间泛函映射方法. CN: CN117315433B, 2024-02-13.
[38] 付琨, 孙显, 刁文辉, 肖思宁, 申志平, 王佩瑾, 王萌雨. 基于分布一致性约束的遥感多模态多空间泛函映射方法. CN: CN117315433A, 2023-12-29.
[39] 孙显, 付琨, 冯瑛超, 毕涵博, 刁文辉, 王佩瑾, 于海琛. 面向小样本弱小目标的遥感基础模型持续学习方法及装置. CN: CN117557909A, 2024-02-13.
[40] 孙显, 付琨, 冯瑛超, 毕涵博, 刁文辉, 王佩瑾, 于海琛. 面向小样本弱小目标的遥感基础模型持续学习方法及装置. CN: CN117557909B, 2024-07-12.
[41] 付琨, 孙显, 刁文辉, 杨金泽, 冯瑛超, 尹文昕, 王佩瑾. 基于模态自适应的遥感多模态基础模型的数据处理方法. CN: CN117422959A, 2024-01-19.
[42] 孙显, 付琨, 王佩瑾, 朱梓宁, 冯瑛超, 刁文辉, 尹文昕. 一种基于零样本学习的遥感基础模型迁移方法及其装置. CN: CN117237823B, 2024-03-08.
[43] 孙显, 付琨, 冯瑛超, 裴健宁, 刁文辉, 戴威, 毕涵博. 面向资源受限场景的遥感基础模型轻量化方法、装置. CN: CN117521848B, 2024-05-28.
[44] 孙显, 付琨, 王智睿, 赵良瑾, 成培瑞, 陈凯强, 卢雪. 面向基础模型终端部署的协同推理方法. CN: CN117237822B, 2024-03-22.
[45] 孙显, 付琨, 王智睿, 赵良瑾, 成培瑞, 陈凯强, 卢雪. 面向基础模型终端部署的协同推理方法. CN: CN117237822A, 2023-12-15.
[46] 孙显, 付琨, 王智睿, 陈凯强, 赵良瑾, 成培瑞, 卢雪. 基于多终端协同感知分布式大模型的图像处理及构建方法. CN: CN117523410A, 2024-02-06.
[47] 孙显, 付琨, 王佩瑾, 朱梓宁, 冯瑛超, 刁文辉, 尹文昕. 一种基于零样本学习的遥感基础模型迁移方法及其装置. CN: CN117237823A, 2023-12-15.
[48] 孙显, 付琨, 冯瑛超, 裴健宁, 刁文辉, 戴威, 毕涵博. 面向资源受限场景的遥感基础模型轻量化方法、装置. CN: CN117521848A, 2024-02-06.
[49] 孙显, 付琨, 王佩瑾, 常浩, 闫志远, 刘迪, 戴威. 基于联合任务约束的遥感基础模型的图像处理方法及装置. CN: CN117218170B, 2024-03-01.
[50] 孙显, 付琨, 王佩瑾, 常浩, 闫志远, 刘迪, 戴威. 基于联合任务约束的遥感基础模型的图像处理方法及装置. CN: CN117218170A, 2023-12-12.
[51] 付琨, 王文生, 邢文涛, 张景华, 杨娜娜, 周浩然, 徐进, 林道玉, 杨泽一, 翟曜. 网络受限条件下的用户跨域认证系统、方法、设备及介质. CN: CN116760610B, 2024-05-07.
[52] 徐乃庭, 付琨, 王洋, 樊子德, 俞信, 韩方红, 刘辉, 沈兴勤, 陈星, 夏德芳, 张石磊. 一种基于隐马尔科夫链的二三维地图自适应投影匹配方法. CN116975178A, 2023-10-31.
[53] 孙显, 付琨, 王佩瑾, 常浩, 卢宛萱, 毕涵博, 何琪彬, 容雪娥. 基于稀疏混合专家网络预训练的多模态遥感图像处理方法. 2022116353008, 2022-12-19.
[54] 付琨, 孙显, 李树超, 张泽群, 金力, 李晓宇, 刘庆. 基于N元组的超图结构索引方法. CN: CN117992635A, 2024-05-07.
[55] 孙显, 刁文辉, 付琨, 赵良瑾, 刘文杰, 李霁豪, 汪勇. 基于kubernetes的自动机器学习方法及系统. CN: CN113011559A, 2021-06-22.
[56] 孙显, 闫志远, 付琨, 张伊丹, 毛永强, 卢宛萱, 马益杭. 一种基于无监督或弱监督方式的图像分割数据标注方法及系统. CN: CN112800265B, 2022-03-08.
[57] 孙显, 刁文辉, 付琨, 杨怡冉, 赵良瑾, 张文凯, 吴有明. 基于多维度模型的算法效能评估方法. CN: CN112700158B, 2022-06-10.
[58] 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: CN112580806B, 2021-09-03.
[59] 孙显, 王智睿, 付琨, 李俊希, 刁文辉, 吴有明, 李浩. 一种基于效能评估的神经网络改进需求自动生成方法及装置. CN: CN112580807A, 2021-03-30.
[60] 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.
[61] 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: CN112612681B, 2021-09-17.
[62] 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: CN112507950B, 2021-09-03.
[63] 孙显, 张文凯, 付琨, 袁志强, 陈佳良, 赵良瑾, 于泓峰. 基于深度学习的样本数据集智能出题方法、装置及设备. CN: CN112559820B, 2022-08-30.
[64] 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: CN112558938B, 2021-11-09.
[65] 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.
[66] 孙显, 刁文辉, 付琨, 许滔, 尹文昕, 李浩, 王佩瑾, 刘迎飞. 一种基于轻量化网络的无人机影像车辆检测方法及装置. CN: CN111860175B, 2021-10-29.
[67] 刁文辉, 孙显, 付琨, 卢宛萱, 闫志远, 冯瑛超, 朱子聪, 尹文昕. 一种基于弱监督的遥感图像地物要素提取方法及系统. CN: CN111860173B, 2021-10-15.
[68] 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.
[69] 闫志远, 戴威, 付琨, 常仲翰, 闫姜桥, 尹文昕, 曹志颖, 张跃. 利用多类深度表示图的遥感图像飞机型号识别方法及系统. CN: CN111832616A, 2020-10-27.
[70] 张跃, 张义, 付琨, 王冰, 魏浩然, 戴威, 许全福. 一种基于特征生成网络的小样本遥感地物分类方法及系统. CN: CN111832404B, 2021-05-18.
[71] 张义, 孙显, 付琨, 张跃, 王辉, 常仲翰, 张腾飞, 李浩. 一种基于前景背景特征融合的样本扩充方法及系统. CN: CN111832615A, 2020-10-27.
[72] 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.
[73] 付琨, 孙显, 赵良瑾, 张义, 刁文辉, 陈凯强, 冯瑛超, 刘迎飞, 朱子聪. 一种深度神经网络模型快速重构方法和系统. CN: CN111626407A, 2020-09-04.
[74] 孙显, 付琨, 闫志远, 刁文辉, 陈凯强, 时爱君, 赵良瑾, 张义. 图像地物要素分类模型的训练方法、图像分析方法及系统. CN: CN111598174A, 2020-08-28.
[75] 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.
[76] 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.
[77] 付琨, 刁文辉, 孙显, 代贵杰, 牛瑞刚, 闫梦龙, 卢宛萱, 郭荣鑫. 一种遥感图像语义分割方法及装置. CN: CN111582104A, 2020-08-25.
[78] 付琨, 孙显, 刁文辉, 李霁豪, 张义, 陈凯强, 吴红莉, 王铁平. 一种基于自动化轻量级神经网络的数据处理方法及装置. CN: CN111582475A, 2020-08-25.
[79] 孙显, 付琨, 闫志远, 张晓安, 刁文辉, 曹志颖, 李霁豪, 卢宛萱. 一种遥感数据地物要素精细化分类方法及装置. CN: CN111582102A, 2020-08-25.
[80] 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.
[81] 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.
[82] 付琨, 许光銮, 孙显, 李以福, 陈佳良, 张义, 韩记伟, 宋晶晶. 一种全球海量遥感数据组织管理方法及系统. CN: CN111552753A, 2020-08-18.
[83] 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.
[84] 付琨, 于泓峰, 张文凯, 苏武运, 姚康泽, 王承之, 姚方龙, 李沛光, 田雨. 一种实体消歧方法及系统. CN: CN111581973B, 2020-12-29.
[85] 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.
[86] 付琨, 许光銮, 孙显, 黄宇, 王磊, 田璟, 宋俊. 面向多元数据的自动关联方法. CN: CN104516975B, 2019-03-22.
[2] 王文生, 付琨, 周浩然, 张景华, 翟曜, 张道兵, 林道玉. 信息系统快照生成方法、装置、设备及存储介质. CN: CN118227558A, 2024-06-21.
[3] 付琨, 刘斌, 许光銮. 轻量化云平台方法、装置、设备、介质及程序产品. CN: CN118363761A, 2024-07-19.
[4] 方继飞, 王文生, 林道玉, 项天远, 陈厚彬, 翟曜, 张道兵, 付琨. 服务簇调度方法、装置、设备及介质. CN: CN118138589A, 2024-06-04.
[5] 许光銮, 林道玉, 周浩然, 方继飞, 范黎, 王金昌, 付琨. 一种应用系统无侵入迁移上云方法及系统. CN: CN118069173B, 2024-06-25.
[6] 许光銮, 林道玉, 周浩然, 方继飞, 范黎, 王金昌, 付琨. 一种应用系统无侵入迁移上云方法及系统. CN: CN118069173A, 2024-05-24.
[7] 付琨, 刘斌, 许光銮. 云平台掉电宕机自恢复方法、装置、设备、介质及程序产品. CN: CN118260128A, 2024-06-28.
[8] 周浩然, 张景华, 王文生, 翟曜, 张道兵, 林道玉, 许光銮, 付琨. 多租户模式的服务管理系统. CN: CN118138631A, 2024-06-04.
[9] 付琨, 刘斌, 许光銮. 服务注册发现方法、装置、设备、介质及程序产品. CN: CN117938942A, 2024-04-26.
[10] 付琨, 刘斌, 许光銮. 服务注册发现方法、装置、设备、介质及程序产品. CN: CN117938942B, 2024-05-28.
[11] 王洋, 周浩然, 林道玉, 翟曜, 张道兵, 付琨. 贯通节点的服务访问路径构建系统. CN: CN117914768B, 2024-05-17.
[12] 王洋, 周浩然, 林道玉, 翟曜, 张道兵, 付琨. 贯通节点的服务访问路径构建系统. CN: CN117914768A, 2024-04-19.
[13] 王文生, 周浩然, 张景华, 田璟, 翟曜, 张道兵, 项天远, 付琨. 多态场景下的服务目录寻址方法、装置、设备及介质. CN: CN118101562A, 2024-05-28.
[14] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 基于轻量化遥感基础模型的建筑三维重建方法及装置. CN: CN117830536A, 2024-04-05.
[15] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 多视角三维目标检测方法、装置、设备及存储介质. CN: CN118155063A, 2024-06-07.
[16] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感解译一体机的多模态信息融合推理方法及装置. CN: CN118097448A, 2024-05-28.
[17] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感解译一体机的旋转目标检测方法及装置. CN: CN118247675A, 2024-06-25.
[18] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 一种面向遥感解译应用的分布流式加速方法及计算终端. CN: CN117687799A, 2024-03-12.
[19] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 基于轻量化遥感基础模型的目标运动轨迹预测方法及装置. CN: CN117808846A, 2024-04-02.
[20] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 用于遥感基础模型的图像处理方法、装置、设备及介质. CN: CN117746058A, 2024-03-22.
[21] 卫世昕, 韩冰, 洪文, 胡玉新, 付琨, 段霁桐. 合成孔径雷达观测角度分析方法、装置、电子设备及介质. CN: CN117630936A, 2024-03-01.
[22] 卫世昕, 韩冰, 洪文, 胡玉新, 付琨, 段霁桐. 合成孔径雷达观测角度分析方法、装置、电子设备及介质. CN: CN117630936B, 2024-04-09.
[23] 付琨, 孙显, 王佩瑾, 胡会扬, 王萌雨, 闫志远, 孙超, 申志平. 遥感单模态到多模态基础模型轻量化组合迁移方法、装置. CN: CN117853921A, 2024-04-09.
[24] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 用于星上神经网络的微调方法、装置、设备及存储介质. CN: CN117521764A, 2024-02-06.
[25] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 用于星上神经网络的微调方法、装置、设备及存储介质. CN: CN117521764B, 2024-05-14.
[26] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 频域知识继承的遥感基础模型轻量化方法. CN: CN117496360B, 2024-05-14.
[27] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感基础模型的异构NPU训练方法及系统. CN: CN117496375A, 2024-02-02.
[28] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感基础模型的异构NPU训练方法及系统. CN: CN117496375B, 2024-03-19.
[29] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 频域知识继承的遥感基础模型轻量化方法. CN: CN117496360A, 2024-02-02.
[30] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感解译应用的训练推理一体机. CN: CN117496361A, 2024-02-02.
[31] 付琨, 孙显, 王智睿, 赵良瑾, 成培瑞, 陈凯强. 面向遥感解译应用的训练推理一体机. CN: CN117496361B, 2024-03-19.
[32] 付琨, 孙显, 成培瑞, 王智睿, 陈凯强, 赵良瑾, 卢雪. 基于分布式大模型的态势协同认知方法. CN: CN117786462A, 2024-03-29.
[33] 孙显, 付琨, 李树超, 张泽群, 金力, 李晓宇, 姚方龙, 刘庆, 曾馨逸. 基于基础模型的思维图推理方法、装置、设备及介质. CN: CN117744797B, 2024-07-19.
[34] 孙显, 付琨, 李树超, 张泽群, 金力, 李晓宇, 姚方龙, 刘庆, 曾馨逸. 基于基础模型的思维图推理方法、装置、设备及介质. CN: CN117744797A, 2024-03-22.
[35] 付琨, 孙显, 刘庆, 金力, 李丹丹, 姚方龙, 李树超, 李晓宇, 张泽群. 思维图提示增强的基础模型任务分解与调度方法及装置. CN: CN117370638A, 2024-01-09.
[36] 付琨, 孙显, 刘庆, 金力, 李丹丹, 姚方龙, 李树超, 李晓宇, 张泽群. 思维图提示增强的基础模型任务分解与调度方法及装置. CN: CN117370638B, 2024-05-07.
[37] 付琨, 孙显, 刁文辉, 肖思宁, 申志平, 王佩瑾, 王萌雨. 基于分布一致性约束的遥感多模态多空间泛函映射方法. CN: CN117315433B, 2024-02-13.
[38] 付琨, 孙显, 刁文辉, 肖思宁, 申志平, 王佩瑾, 王萌雨. 基于分布一致性约束的遥感多模态多空间泛函映射方法. CN: CN117315433A, 2023-12-29.
[39] 孙显, 付琨, 冯瑛超, 毕涵博, 刁文辉, 王佩瑾, 于海琛. 面向小样本弱小目标的遥感基础模型持续学习方法及装置. CN: CN117557909A, 2024-02-13.
[40] 孙显, 付琨, 冯瑛超, 毕涵博, 刁文辉, 王佩瑾, 于海琛. 面向小样本弱小目标的遥感基础模型持续学习方法及装置. CN: CN117557909B, 2024-07-12.
[41] 付琨, 孙显, 刁文辉, 杨金泽, 冯瑛超, 尹文昕, 王佩瑾. 基于模态自适应的遥感多模态基础模型的数据处理方法. CN: CN117422959A, 2024-01-19.
[42] 孙显, 付琨, 王佩瑾, 朱梓宁, 冯瑛超, 刁文辉, 尹文昕. 一种基于零样本学习的遥感基础模型迁移方法及其装置. CN: CN117237823B, 2024-03-08.
[43] 孙显, 付琨, 冯瑛超, 裴健宁, 刁文辉, 戴威, 毕涵博. 面向资源受限场景的遥感基础模型轻量化方法、装置. CN: CN117521848B, 2024-05-28.
[44] 孙显, 付琨, 王智睿, 赵良瑾, 成培瑞, 陈凯强, 卢雪. 面向基础模型终端部署的协同推理方法. CN: CN117237822B, 2024-03-22.
[45] 孙显, 付琨, 王智睿, 赵良瑾, 成培瑞, 陈凯强, 卢雪. 面向基础模型终端部署的协同推理方法. CN: CN117237822A, 2023-12-15.
[46] 孙显, 付琨, 王智睿, 陈凯强, 赵良瑾, 成培瑞, 卢雪. 基于多终端协同感知分布式大模型的图像处理及构建方法. CN: CN117523410A, 2024-02-06.
[47] 孙显, 付琨, 王佩瑾, 朱梓宁, 冯瑛超, 刁文辉, 尹文昕. 一种基于零样本学习的遥感基础模型迁移方法及其装置. CN: CN117237823A, 2023-12-15.
[48] 孙显, 付琨, 冯瑛超, 裴健宁, 刁文辉, 戴威, 毕涵博. 面向资源受限场景的遥感基础模型轻量化方法、装置. CN: CN117521848A, 2024-02-06.
[49] 孙显, 付琨, 王佩瑾, 常浩, 闫志远, 刘迪, 戴威. 基于联合任务约束的遥感基础模型的图像处理方法及装置. CN: CN117218170B, 2024-03-01.
[50] 孙显, 付琨, 王佩瑾, 常浩, 闫志远, 刘迪, 戴威. 基于联合任务约束的遥感基础模型的图像处理方法及装置. CN: CN117218170A, 2023-12-12.
[51] 付琨, 王文生, 邢文涛, 张景华, 杨娜娜, 周浩然, 徐进, 林道玉, 杨泽一, 翟曜. 网络受限条件下的用户跨域认证系统、方法、设备及介质. CN: CN116760610B, 2024-05-07.
[52] 徐乃庭, 付琨, 王洋, 樊子德, 俞信, 韩方红, 刘辉, 沈兴勤, 陈星, 夏德芳, 张石磊. 一种基于隐马尔科夫链的二三维地图自适应投影匹配方法. CN116975178A, 2023-10-31.
[53] 孙显, 付琨, 王佩瑾, 常浩, 卢宛萱, 毕涵博, 何琪彬, 容雪娥. 基于稀疏混合专家网络预训练的多模态遥感图像处理方法. 2022116353008, 2022-12-19.
[54] 付琨, 孙显, 李树超, 张泽群, 金力, 李晓宇, 刘庆. 基于N元组的超图结构索引方法. CN: CN117992635A, 2024-05-07.
[55] 孙显, 刁文辉, 付琨, 赵良瑾, 刘文杰, 李霁豪, 汪勇. 基于kubernetes的自动机器学习方法及系统. CN: CN113011559A, 2021-06-22.
[56] 孙显, 闫志远, 付琨, 张伊丹, 毛永强, 卢宛萱, 马益杭. 一种基于无监督或弱监督方式的图像分割数据标注方法及系统. CN: CN112800265B, 2022-03-08.
[57] 孙显, 刁文辉, 付琨, 杨怡冉, 赵良瑾, 张文凯, 吴有明. 基于多维度模型的算法效能评估方法. CN: CN112700158B, 2022-06-10.
[58] 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: CN112580806B, 2021-09-03.
[59] 孙显, 王智睿, 付琨, 李俊希, 刁文辉, 吴有明, 李浩. 一种基于效能评估的神经网络改进需求自动生成方法及装置. CN: CN112580807A, 2021-03-30.
[60] 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.
[61] 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: CN112612681B, 2021-09-17.
[62] 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: CN112507950B, 2021-09-03.
[63] 孙显, 张文凯, 付琨, 袁志强, 陈佳良, 赵良瑾, 于泓峰. 基于深度学习的样本数据集智能出题方法、装置及设备. CN: CN112559820B, 2022-08-30.
[64] 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: CN112558938B, 2021-11-09.
[65] 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.
[66] 孙显, 刁文辉, 付琨, 许滔, 尹文昕, 李浩, 王佩瑾, 刘迎飞. 一种基于轻量化网络的无人机影像车辆检测方法及装置. CN: CN111860175B, 2021-10-29.
[67] 刁文辉, 孙显, 付琨, 卢宛萱, 闫志远, 冯瑛超, 朱子聪, 尹文昕. 一种基于弱监督的遥感图像地物要素提取方法及系统. CN: CN111860173B, 2021-10-15.
[68] 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.
[69] 闫志远, 戴威, 付琨, 常仲翰, 闫姜桥, 尹文昕, 曹志颖, 张跃. 利用多类深度表示图的遥感图像飞机型号识别方法及系统. CN: CN111832616A, 2020-10-27.
[70] 张跃, 张义, 付琨, 王冰, 魏浩然, 戴威, 许全福. 一种基于特征生成网络的小样本遥感地物分类方法及系统. CN: CN111832404B, 2021-05-18.
[71] 张义, 孙显, 付琨, 张跃, 王辉, 常仲翰, 张腾飞, 李浩. 一种基于前景背景特征融合的样本扩充方法及系统. CN: CN111832615A, 2020-10-27.
[72] 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.
[73] 付琨, 孙显, 赵良瑾, 张义, 刁文辉, 陈凯强, 冯瑛超, 刘迎飞, 朱子聪. 一种深度神经网络模型快速重构方法和系统. CN: CN111626407A, 2020-09-04.
[74] 孙显, 付琨, 闫志远, 刁文辉, 陈凯强, 时爱君, 赵良瑾, 张义. 图像地物要素分类模型的训练方法、图像分析方法及系统. CN: CN111598174A, 2020-08-28.
[75] 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.
[76] 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.
[77] 付琨, 刁文辉, 孙显, 代贵杰, 牛瑞刚, 闫梦龙, 卢宛萱, 郭荣鑫. 一种遥感图像语义分割方法及装置. CN: CN111582104A, 2020-08-25.
[78] 付琨, 孙显, 刁文辉, 李霁豪, 张义, 陈凯强, 吴红莉, 王铁平. 一种基于自动化轻量级神经网络的数据处理方法及装置. CN: CN111582475A, 2020-08-25.
[79] 孙显, 付琨, 闫志远, 张晓安, 刁文辉, 曹志颖, 李霁豪, 卢宛萱. 一种遥感数据地物要素精细化分类方法及装置. CN: CN111582102A, 2020-08-25.
[80] 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.
[81] 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.
[82] 付琨, 许光銮, 孙显, 李以福, 陈佳良, 张义, 韩记伟, 宋晶晶. 一种全球海量遥感数据组织管理方法及系统. CN: CN111552753A, 2020-08-18.
[83] 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.
[84] 付琨, 于泓峰, 张文凯, 苏武运, 姚康泽, 王承之, 姚方龙, 李沛光, 田雨. 一种实体消歧方法及系统. CN: CN111581973B, 2020-12-29.
[85] 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.
[86] 付琨, 许光銮, 孙显, 黄宇, 王磊, 田璟, 宋俊. 面向多元数据的自动关联方法. CN: CN104516975B, 2019-03-22.
出版信息
共出版专著4部，论文120多篇，其中SCI索引60余篇。主要论文和著作列表如下：
发表论文
[1] Lu, Xiaonan, Diao, Wenhui, Li, Junxi, Zhang, Yidan, Wang, Peijin, Sun, Xian, Fu, Kun. Few-Shot Incremental Object Detection in Aerial Imagery via Dual-Frequency Prompt. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2024, 第 7 作者62: http://dx.doi.org/10.1109/TGRS.2024.3400595.
[2] Xu, Liangyu, Lu, Wanxuan, Yu, Hongfeng, Mao, Yongqiang, Bi, Hanbo, Liu, Chenglong, Sun, Xian, Fu, Kun. TAFormer: A Unified Target-Aware Transformer for Video and Motion Joint Prediction in Aerial Scenes. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2024, 第 8 作者62: http://dx.doi.org/10.1109/TGRS.2024.3398374.
[3] Ren, Libo, Yin, Wenxin, Diao, Wenhui, Fu, Kun, Sun, Xian. Motion-Guided Multiobject Tracking Model for High-Speed Aerial Objects in Satellite Videos. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2024, 第 4 作者62: http://dx.doi.org/10.1109/TGRS.2024.3401573.
[4] Hu, Leiyi, Yu, Hongfeng, Lu, Wanxuan, Yin, Dongshuo, Sun, Xian, Fu, Kun. AiRs: Adapter in Remote Sensing for Parameter-Efficient Transfer Learning. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2024, 第 6 作者62: http://dx.doi.org/10.1109/TGRS.2024.3351889.
[5] Xu, Liangyu, Lu, Wanxuan, Yu, Hongfeng, Yao, Fanglong, Sun, Xian, Fu, Kun. SFTformer: A Spatial-Frequency-Temporal Correlation-Decoupling Transformer for Radar Echo Extrapolation. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2024, 第 6 作者62: http://dx.doi.org/10.1109/TGRS.2024.3367857.
[6] Zhu, Lilu, Wang, Yang, Hu, Yanfeng, Su, Xiaolu, Fu, Kun. Cross-Modal Contrastive Learning With Spatiotemporal Context for Correlation-Aware Multiscale Remote Sensing Image Retrieval. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2024, 第 5 作者62: http://dx.doi.org/10.1109/TGRS.2024.3417421.
[7] Duan, Shujing, Cheng, Peirui, Wang, Zhechao, Wang, Zhirui, Chen, Kaiqiang, Sun, Xian, Fu, Kun. MDCNet: A Multiplatform Distributed Collaborative Network for Object Detection in Remote Sensing Imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2024, 第 7 作者62: http://dx.doi.org/10.1109/TGRS.2024.3353192.
[8] Yuxi Suo, Youming Wu, Tian Miao, Wenhui Diao, Xian Sun, Kun Fu. Adaptive SAR Image Enhancement for Aircraft Detection via Speckle Suppression and Channel Combination. IEEE Transactions on Geoscience and Remote Sensing[J]. 2024, 第 6 作者null(null):
[9] Leiyi Hu, Wanxuan Lu, Hongfeng Yu, Dongshuo Yin, Xian Sun, Kun Fu. TEA: A Training-Efficient Adapting Framework for Tuning Foundation Models in Remote Sensing. IEEE Transactions on Geoscience and Remote Sensing[J]. 2024, 第 6 作者null(null):
[10] Yongqiang Mao, Hanbo Bi, Liangyu Xu, Kaiqiang Chen, Zhirui Wang, Xian Sun, Kun Fu. SDL-MVS: View Space and Depth Deformable Learning Paradigm for Multiview Stereo Reconstruction in Remote Sensing. IEEE Transactions on Geoscience and Remote Sensing[J]. 2024, 第 7 作者null(null):
[11] Suo, Yuxi, Fu, Kun, Wu, Youming, Diao, Wenhui, Dai, Wei, Sun, Xian. A Parameter-Free Enhanced SS&E Algorithm Based on Deep Learning for Suppressing Azimuth Ambiguities. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 2 作者 通讯作者 61: http://dx.doi.org/10.1109/TGRS.2022.3231269.
[12] Xian Sun, Yu Tian, Wanxuan Lu, Peijin Wang, Ruigang Niu, Hongfeng Yu, Kun Fu. From single- to multi-modal remote sensing imagery interpretation: a survey and taxonomy. Science China Information Sciences[J]. 2023, 第 7 作者66(4):
[13] Zhu, Zicong, Sun, Xian, Diao, Wenhui, Chen, Kaiqiang, He, Qibin, Xu, Guangluan, Fu, Kun. CODet: Component Object Detector Extracting Structural Features Based on Target Characteristics. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 7 作者61: http://dx.doi.org/10.1109/TGRS.2023.3281331.
[14] Sun, Xian, Yin, Dongshuo, Qin, Fei, Yu, Hongfeng, Lu, Wanxuan, Yao, Fanglong, He, Qibin, Huang, Xingliang, Yan, Zhiyuan, Wang, Peijin, Deng, Chubo, Liu, Nayu, Yang, Yiran, Liang, Wei, Wang, Ruiping, Wang, Cheng, Yokoya, Naoto, Haensch, Ronny, Fu, Kun. Revealing influencing factors on global waste distribution via deep-learning based dumpsite detection from satellite imagery. NATURE COMMUNICATIONS[J]. 2023, 第 19 作者 通讯作者 14(1): http://dx.doi.org/10.1038/s41467-023-37136-1.
[15] Shangguan, Songtao, Qiu, Xiaolan, Fu, Kun. Research on A Special Hyper-Pixel for SAR Radiometric Monitoring. REMOTE SENSING[J]. 2023, 第 3 作者 通讯作者 15(8): http://dx.doi.org/10.3390/rs15082175.
[16] Wang Linhui, Xiang, Yuming, You, Hongjian, Qiu, Xiaolan, Fu, Kun. A Robust Multiscale Edge Detection Method for Accurate SAR Image Registration. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2023, 第 5 作者20: http://dx.doi.org/10.1109/LGRS.2023.3279141.
[17] Feng, Yingchao, Sun, Xian, Diao, Wenhui, Li, Jihao, Niu, Ruigang, Gao, Xin, Fu, Kun. Height aware understanding of remote sensing images based on cross-task interaction. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2023, 第 7 作者195: 233-249, http://dx.doi.org/10.1016/j.isprsjprs.2022.11.014.
[18] Zhou, Ruixue, Yuan, Zhiqiang, Rong, Xuee, Ma, Weicong, Sun, Xian, Fu, Kun, Zhang, Wenkai. Weakly Supervised Semantic Segmentation in Aerial Imagery via Cross-Image Semantic Mining. REMOTE SENSING[J]. 2023, 第 6 作者15(4): http://dx.doi.org/10.3390/rs15040986.
[19] Kang, Yuzhuo, Wang, Zhirui, Zuo, Haoyu, Zhang, Yidan, Yang, Zhujun, Sun, Xian, Fu, Kun. ST-Net: Scattering Topology Network for Aircraft Classification in High-Resolution SAR Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 7 作者61: http://dx.doi.org/10.1109/TGRS.2023.3236987.
[20] Liu, Nayu, Sun, Xian, Yu, Hongfeng, Yao, Fanglong, Xu, Guangluan, Fu, Kun. M(2)DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 2023, 第 6 作者http://dx.doi.org/10.1109/TNNLS.2023.3261927.
[21] Sun, Xian, Wang, Peijin, Lu, Wanxuan, Zhu, Zicong, Lu, Xiaonan, He, Qibin, Li, Junxi, Rong, Xuee, Yang, Zhujun, Chang, Hao, He, Qinglin, Yang, Guang, Wang, Ruiping, Lu, Jiwen, Fu, Kun. RingMo: A Remote Sensing Foundation Model With Masked Image Modeling. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 15 作者 通讯作者 61: http://dx.doi.org/10.1109/TGRS.2022.3194732.
[22] Liu, Chenglong, Yu, Hongfeng, Wei, Haoran, Sun, Xian, Fu, Kun. S2CGNet: A Robust Aircraft Detector Based on the Sword-Shaped Component Geometry. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 5 作者61: http://dx.doi.org/10.1109/TGRS.2023.3242147.
[23] Lu, Xiaonan, Sun, Xian, Diao, Wenhui, Mao, Yongqiang, Li, Junxi, Zhang, Yidan, Wang, Peijin, Fu, Kun. Few-Shot Object Detection in Aerial Imagery Guided by Text-Modal Knowledge. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 8 作者61: http://dx.doi.org/10.1109/TGRS.2023.3250448.
[24] Mao, Yongqiang, Chen, Kaiqiang, Zhao, Liangjin, Chen, Wei, Tang, Deke, Liu, Wenjie, Wang, Zhirui, Diao, Wenhui, Sun, Xian, Fu, Kun. Elevation Estimation-Driven Building 3-D Reconstruction From Single-View Remote Sensing Imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 10 作者61: http://dx.doi.org/10.1109/TGRS.2023.3266477.
[25] Wang, Bing, Wang, Zhirui, Sun, Xian, He, Qibin, Wang, Hongqi, Fu, Kun. TDNet: A Novel Transductive Learning Framework With Conditional Metric Embedding for Few-Shot Remote Sensing Image Scene Classification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2023, 第 6 作者16: 4591-4606, http://dx.doi.org/10.1109/JSTARS.2023.3263149.
[26] Yao, Fanglong, Lu, Wanxuan, Yang, Heming, Xu, Liangyu, Liu, Chenglong, Hu, Leiyi, Yu, Hongfeng, Liu, Nayu, Deng, Chubo, Tang, Deke, Chen, Changshuo, Yu, Jiaqi, Sun, Xian, Fu, Kun. RingMo-Sense: Remote Sensing Foundation Model for Spatiotemporal Prediction via Spatiotemporal Evolution Disentangling. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 14 作者 通讯作者 61: http://dx.doi.org/10.1109/TGRS.2023.3316166.
[27] Wang, Yuelei, Wang, Zhirui, Cheng, Peirui, Zeng, Xuan, Wang, Hongqi, Sun, Xian, Fu, Kun. DCM: A Distributed Collaborative Training Method for the Remote Sensing Image Classification. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2023, 第 7 作者61: http://dx.doi.org/10.1109/TGRS.2023.3252544.
[28] Sun, Yuanrui, Wang, Zhirui, Sun, Xian, Fu, Kun. SPAN: Strong Scattering Point Aware Network for Ship Detection and Classification in Large-Scale SAR Imagery. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2022, 第 4 作者15: 1188-1204, http://dx.doi.org/10.1109/JSTARS.2022.3142025.
[29] He, Qibin, Sun, Xian, Yan, Zhiyuan, Li, Beibei, Fu, Kun. Multi-Object Tracking in Satellite Videos With Graph-Based Multitask Modeling. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 5 作者60: http://dx.doi.org/10.1109/TGRS.2022.3152250.
[30] Liu, Wenjie, Sun, Xian, Zhang, Wenkai, Guo, Zhi, Fu, Kun. Associatively Segmenting Semantics and Estimating Height From Monocular Remote-Sensing Imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 5 作者60: http://dx.doi.org/10.1109/TGRS.2022.3177796.
[31] Yang, Jinze, Fu, Kun, Wu, Youming, Diao, Wenhui, Dai, Wei, Sun, Xian. Mutual-Feed Learning for Super-Resolution and Object Detection in Degraded Aerial Imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 2 作者 通讯作者 60: http://dx.doi.org/10.1109/TGRS.2022.3198083.
[32] Zhu, Zicong, Sun, Xian, Diao, Wenhui, Chen, Kaiqiang, Xu, Guangluan, Fu, Kun. Invariant Structure Representation for Remote Sensing Object Detection Based on Graph Modeling. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 6 作者60: http://dx.doi.org/10.1109/TGRS.2022.3181686.
[33] Xu, Tao, Sun, Xian, Diao, Wenhui, Zhao, Liangjin, Fu, Kun, Wang, Hongqi. FADA: Feature Aligned Domain Adaptive Object Detection in Remote Sensing Imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 5 作者60: http://dx.doi.org/10.1109/TGRS.2022.3147224.
[34] Yuan, Zhiqiang, Zhang, Wenkai, Tian, Changyuan, Rong, Xuee, Zhang, Zhengyuan, Wang, Hongqi, Fu, Kun, Sun, Xian. Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 7 作者60: http://dx.doi.org/10.1109/TGRS.2022.3163706.
[35] Xian Sun, Peijin Wang, Zhiyuan Yan, Feng Xu, Ruiping Wang, Wenhui Diao, Jin Chen, Jihao Li, Yingchao Feng, Tao Xu, Martin Weinmann, Stefan Hinz, Cheng Wang, Kun Fu. FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2022, 第 14 作者184: 116-130,
[36] Xu, Tao, Sun, Xian, Diao, Wenhui, Zhao, Liangjin, Fu, Kun, Wang, Hongqi. ASSD: Feature Aligned Single-Shot Detection for Multiscale Objects in Aerial Imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 5 作者60: http://dx.doi.org/10.1109/TGRS.2021.3089170.
[37] Yongqiang Mao, Xian Sun, Kaiqiang Chen. Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders. AAAI Conference on Artificial Intelligence. 2022,
[38] Mao, Yongqiang, Chen, Kaiqiang, Diao, Wenhui, Sun, Xian, Lu, Xiaonan, Fu, Kun, Weinmann, Martin. Beyond single receptive field: A receptive field fusion-and-stratification network for airborne laser scanning point cloud classification. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2022, 第 6 作者188: 45-61, http://dx.doi.org/10.1016/j.isprsjprs.2022.03.019.
[39] Wang, Shensi, Fu, Kun, Sun, Xian, Zhang, Zequn, Li, Shuchao, Yan, Shiyao. Representation learning of knowledge graphs with the interaction between entity types and relations. NEUROCOMPUTING[J]. 2022, 第 2 作者 通讯作者 508: 305-314, http://dx.doi.org/10.1016/j.neucom.2022.07.031.
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[98] Cao, Zhiying, Zhang, Tengfei, Diao, Wenhui, Zhang, Yue, Lyu, Xiaode, Fu, Kun, Sun, Xian. Meta-Seg: A Generalized Meta-Learning Framework for Multi-Class Few-Shot Semantic Segmentation. IEEE ACCESS[J]. 2019, 第 6 作者7: 166109-166121, https://doaj.org/article/c733ea5763c84041ba4ff1446090b10c.
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[100] Wu, Chenglong, Sun, Hao, Wang, Hongqi, Fu, Kun, Xu, Guangluan, Zhang, Wenkai, Sun, Xian. Online Multi-Object Tracking via Combining Discriminative Correlation Filters With Making Decision. IEEE ACCESS[J]. 2018, 第 4 作者6: 43499-43512, https://doaj.org/article/08616f01990049059e36fb90982d7061.
[101] Zuo, Jiawei, Xu, Guangluan, Fu, Kun, Sun, Xian, Sun, Hao. Aircraft Type Recognition Based on Segmentation With Deep Convolutional Neural Networks. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2018, 第 3 作者15(2): 282-286, http://dx.doi.org/10.1109/LGRS.2017.2786232.
[102] Chen, Kaiqiang, Fu, Kun, Yan, Menglong, Gao, Xin, Sun, Xian, Wei, Xin. Semantic Segmentation of Aerial Images With Shuffling Convolutional Neural Networks. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2018, 第 2 作者15(2): 173-177, http://dx.doi.org/10.1109/LGRS.2017.2778181.
[103] Zhang, Hongzhi, Liang, Xiao, Xu, Guangluan, Fu, Kun, Li, Feng, Huang, Tinglei. Factoid Question Answering with Distant Supervision. ENTROPY[J]. 2018, 第 4 作者20(6): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512957/.
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[139] Liu, Ge, Zhang, Yasen, Zheng, Xinwei, Sun, Xian, Fu, Kun, Wang, Hongqi. A New Method on Inshore Ship Detection in High-Resolution Satellite Images Using Shape and Context Information. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2014, 第 5 作者11(3): 617-621, https://www.webofscience.com/wos/woscc/full-record/WOS:000332182600007.
[140] Zhang, Wanceng, Sun, Xian, Fu, Kun, Wang, Chenyuan, Wang, Hongqi. Object Detection in High-Resolution Remote Sensing Images Using Rotation Invariant Parts Based Model. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2014, 第 3 作者11(1): 74-78, https://www.webofscience.com/wos/woscc/full-record/WOS:000328698400016.
[141] Tang Kan, Fu Kun, Sun Xian, Sun Hao, Wang HongQi. Signature analysis and 3-D reconstruction of rectangular building in very high resolution SAR images. JOURNAL OF INFRARED AND MILLIMETER WAVES[J]. 2013, 第 2 作者32(3): 198-204, http://dx.doi.org/10.3724/SP.J.1010.2013.00198.
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[143] Liu, Ge, Sun, Xian, Fu, Kun, Wang, Hongqi. Interactive geospatial object extraction in high resolution remote sensing images using shape-based global minimization active contour model. PATTERN RECOGNITION LETTERS[J]. 2013, 第 3 作者34(10): 1186-1195, http://dx.doi.org/10.1016/j.patrec.2013.03.031.
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[145] X Sun, A Thiele, S Hinz, K Fu. AUTOMATIC DETECTION AND RECOGNITION OF MAN-MADE OBJECTS IN HIGH RESOLUTION REMOTE SENSING IMAGES USING HIERARCHICAL SEMANTIC GRAPH MODEL. THE INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY[J]. 2013, 333-338, https://doaj.org/article/3cc413e4afd74adc95923cb8e8dd1fa3.
[146] Liu, Ge, Sun, Xian, Fu, Kun, Wang, Hongqi. Aircraft Recognition in High-Resolution Satellite Images Using Coarse-to-Fine Shape Prior. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2013, 第 3 作者10(3): 573-577, http://159.226.65.12/handle/80137/9954.
[147] Zhang, Yasen, Sun, Xian, Wang, Hongqi, Fu, Kun. High-Resolution Remote-Sensing Image Classification via an Approximate Earth Mover's Distance-Based Bag-of-Features Model. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2013, 第 4 作者10(5): 1055-1059, http://dx.doi.org/10.1109/LGRS.2012.2228625.
[148] 傅兴玉, 尤红建, 付琨. 基于邻域均方连续差分的SAR图像边缘提取算法. 电子与信息学报[J]. 2012, 第 3 作者34(5): 1030-1037, https://jeit.ac.cn/cn/article/doi/10.3724/SP.J.1146.2011.00920.
[149] 傅兴玉, 尤红建, 付琨. 基于改进Markov随机场的高分辨率SAR图像建筑物分割算法. 电子学报[J]. 2012, 第 3 作者40(6): 1141-1147, http://lib.cqvip.com/Qikan/Article/Detail?id=42711789.
[150] 徐键, 孙显, 付琨. 一种基于形状的近岸舰船检测. 国外电子测量技术[J]. 2012, 第 3 作者31(5): 63-66, http://lib.cqvip.com/Qikan/Article/Detail?id=42205225.
[151] Wang, Shanhu, You, Hongjian, Fu, Kun. BFSIFT: A Novel Method to Find Feature Matches for SAR Image Registration. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2012, 第 3 作者9(4): 649-653, https://www.webofscience.com/wos/woscc/full-record/WOS:000310909800023.
[152] 付琨. Object Detection in High-Resolution Remote Sensing Images Using Multiple Kernel Relevance Vector Machines. IEEE International Geoscience and Remote Sensing Symposium. 2012, 第 1 作者
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发表著作
（1） 合成孔径雷达图像精准处理, Accurate processing of synthetic aperture radar images, 科学出版社, 2010-06, 第 2 作者
（2） 高分辨率遥感图像理解, High Resolution Remote Sensing Images Understanding, 科学出版社, 2011-11, 第 2 作者
（3） 地理空间情报学教程, 国防大学出版社, 2016-08, 第 2 作者
（2） 高分辨率遥感图像理解, High Resolution Remote Sensing Images Understanding, 科学出版社, 2011-11, 第 2 作者
（3） 地理空间情报学教程, 国防大学出版社, 2016-08, 第 2 作者
科研活动
科研项目
（ 1 ） 新一代中国遥感卫星系列地面应用系统, 主持, 国家级, 2011-01--2020-12
（ 2 ） 国家高分重大专项资源共享平台, 主持, 国家级, 2011-12--2016-06
（ 3 ） 中国遥感卫星系列型号一体化应用处理分系统, 主持, 国家级, 2007-07--2012-06
（ 4 ） 国家大科学装置航空遥感数据综合处理与管理系统、机上作业管理系统, 主持, 国家级, 2006-12--2018-12
（ 5 ） 中国遥感卫星系列光学综合卫星地面应用系统, 主持, 国家级, 2010-07--2013-06
（ 6 ） 多星多传感器数据应用处理系统（四期）, 主持, 国家级, 2009-07--2013-12
（ 7 ） 中国遥感卫星系列共享分发系统, 主持, 国家级, 2012-12--2014-12
（ 8 ） 国家高分重大专项地面测试评估平台, 主持, 国家级, 2011-12--2015-12
（ 9 ） 高分辨SAR成像要素影响与集成化处理平台, 主持, 国家级, 2013-12--2017-12
（ 10 ） 数字媒体理解的理论与方法研究, 主持, 国家级, 2010-01--2014-12
（ 11 ） 资源承载与服务系统总体与集成技术, 主持, 国家级, 2013-06--2016-12
（ 12 ） 测试评估系统总体技术研究, 主持, 国家级, 2013-06--2016-12
（ 13 ） 火箭军综合应用系统, 主持, 国家级, 2013-12--2018-12
（ 14 ） 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, 2016-12--2020-12
（ 2 ） 国家高分重大专项资源共享平台, 主持, 国家级, 2011-12--2016-06
（ 3 ） 中国遥感卫星系列型号一体化应用处理分系统, 主持, 国家级, 2007-07--2012-06
（ 4 ） 国家大科学装置航空遥感数据综合处理与管理系统、机上作业管理系统, 主持, 国家级, 2006-12--2018-12
（ 5 ） 中国遥感卫星系列光学综合卫星地面应用系统, 主持, 国家级, 2010-07--2013-06
（ 6 ） 多星多传感器数据应用处理系统（四期）, 主持, 国家级, 2009-07--2013-12
（ 7 ） 中国遥感卫星系列共享分发系统, 主持, 国家级, 2012-12--2014-12
（ 8 ） 国家高分重大专项地面测试评估平台, 主持, 国家级, 2011-12--2015-12
（ 9 ） 高分辨SAR成像要素影响与集成化处理平台, 主持, 国家级, 2013-12--2017-12
（ 10 ） 数字媒体理解的理论与方法研究, 主持, 国家级, 2010-01--2014-12
（ 11 ） 资源承载与服务系统总体与集成技术, 主持, 国家级, 2013-06--2016-12
（ 12 ） 测试评估系统总体技术研究, 主持, 国家级, 2013-06--2016-12
（ 13 ） 火箭军综合应用系统, 主持, 国家级, 2013-12--2018-12
（ 14 ） 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, 2016-12--2020-12
会议交流
(1) Automatic detection and recognition of man-made objects in high resolution remote sensing images using hierarchical semantic graph model. ISPRS Hannover Workshop 2013. Hannover, Germany, May 2013.
(2) 基于空间语义一致模型的高分辨率遥感图像地物目标自动解译方法，第一届高分辨率对地观测研讨会，北京, 2012-12
(3)An invariant generalized Hough transform based method of inshore ships detection. 2011 International Symposium on Image and Data Fusion, ISIDF 2011.
(4) 基于SURF特征的SAR图像自动匹配. 第十七届中国遥感大会, 中国浙江杭州, 2010.
(5) High resolution SAR images multi-layer segmentation based on graph partitioning. 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009
(6) An automatic method on detecting image control points from SAR imagery based on Optical Image Patches, Urban Remote Sensing Event, 2009 Joint, Shanghai, China, 1-4, 2009.
(7) Contextual Models for Automatic Building Extraction in High Resolution Remote Sensing Image using Object-based Boosting Method. IEEE International Geo-science & Remote Sensing Symposium, 2008. (Oral)
(8) 基于SIFT特征的多时相星载SAR图像自动配准. 2007年“信息化测绘论坛”学术年会, 中国湖南长沙, 2007.
(9) Cloud reduction and destripe of space-borne image based on wavelet transform. International Geoscience and Remote Sensing Symposium (IGARSS), 2006
(2) 基于空间语义一致模型的高分辨率遥感图像地物目标自动解译方法，第一届高分辨率对地观测研讨会，北京, 2012-12
(3)An invariant generalized Hough transform based method of inshore ships detection. 2011 International Symposium on Image and Data Fusion, ISIDF 2011.
(4) 基于SURF特征的SAR图像自动匹配. 第十七届中国遥感大会, 中国浙江杭州, 2010.
(5) High resolution SAR images multi-layer segmentation based on graph partitioning. 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009
(6) An automatic method on detecting image control points from SAR imagery based on Optical Image Patches, Urban Remote Sensing Event, 2009 Joint, Shanghai, China, 1-4, 2009.
(7) Contextual Models for Automatic Building Extraction in High Resolution Remote Sensing Image using Object-based Boosting Method. IEEE International Geo-science & Remote Sensing Symposium, 2008. (Oral)
(8) 基于SIFT特征的多时相星载SAR图像自动配准. 2007年“信息化测绘论坛”学术年会, 中国湖南长沙, 2007.
(9) Cloud reduction and destripe of space-borne image based on wavelet transform. International Geoscience and Remote Sensing Symposium (IGARSS), 2006