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

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

招生信息

   
招生专业
081002-信号与信息处理
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

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
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

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
专利成果
[1] 徐乃庭, 付琨, 王洋, 樊子德, 俞信. 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.
[2] 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.
[3] 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.
[4] 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.
[5] 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.
[6] 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.
[7] 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.
[8] 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.
[9] 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.
[10] 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.
[11] 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.
[12] 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.
[13] 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.
[14] 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.
[15] 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.
[16] 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.
[17] 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.
[18] 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.
[19] 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.
[20] 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.
[21] 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.
[22] 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.
[23] 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.
[24] 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.
[25] 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.
[26] 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.
[27] 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.
[28] 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.
[29] 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.
[30] 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.
[31] 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.
[32] 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.
[33] 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.
[34] 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] 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, 61: http://dx.doi.org/10.1109/TGRS.2022.3231269.
[2] 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, 66(4): [3] Xian Sun, Dongshuo Yin, Fei Qin, Hongfeng Yu, Wanxuan Lu, Fanglong Yao, Qibin He, Xingliang Huang, Zhiyuan Yan, Peijin Wang, Chubo Deng, Nayu Liu, Yiran Yang, Wei Liang, Ruiping Wang, Cheng Wang, Naoto Yokoya, Ronny Hänsch, Kun Fu. Revealing influencing factors on global waste distribution via deep-learning based dumpsite detection from satellite imagery. NATURE COMMUNICATIONS[J]. 2023, 14(1): 1-13, http://dx.doi.org/10.1038/s41467-023-37136-1.
[4] Shangguan, Songtao, Qiu, Xiaolan, Fu, Kun. Research on A Special Hyper-Pixel for SAR Radiometric Monitoring. REMOTE SENSING[J]. 2023, 15(8): http://dx.doi.org/10.3390/rs15082175.
[5] 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, 20: http://dx.doi.org/10.1109/LGRS.2023.3279141.
[6] 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, 195: 233-249, http://dx.doi.org/10.1016/j.isprsjprs.2022.11.014.
[7] 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, 15(4): http://dx.doi.org/10.3390/rs15040986.
[8] 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, 61: http://dx.doi.org/10.1109/TGRS.2023.3236987.
[9] 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, 61: http://dx.doi.org/10.1109/TGRS.2022.3194732.
[10] 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, 61: http://dx.doi.org/10.1109/TGRS.2023.3242147.
[11] 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, 61: http://dx.doi.org/10.1109/TGRS.2023.3250448.
[12] 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, 61: http://dx.doi.org/10.1109/TGRS.2023.3266477.
[13] 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, 15: 1188-1204, http://dx.doi.org/10.1109/JSTARS.2022.3142025.
[14] 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, 60: http://dx.doi.org/10.1109/TGRS.2022.3152250.
[15] 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, 60: http://dx.doi.org/10.1109/TGRS.2022.3177796.
[16] 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, 60: http://dx.doi.org/10.1109/TGRS.2022.3181686.
[17] 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, 60: http://dx.doi.org/10.1109/TGRS.2022.3147224.
[18] 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, 60: http://dx.doi.org/10.1109/TGRS.2022.3163706.
[19] 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, 184: 116-130, [20] Yongqiang Mao, Xian Sun, Kaiqiang Chen. Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders. AAAI Conference on Artificial Intelligencenull. 2022, [21] 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, 188: 45-61, http://dx.doi.org/10.1016/j.isprsjprs.2022.03.019.
[22] 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, 508: 305-314, http://dx.doi.org/10.1016/j.neucom.2022.07.031.
[23] Shangguan, Songtao, Qiu, Xiaolan, Han, Bin, Liu, Wenju, Fu, Kun. A Novel Polarimetric Channel Imbalance Phase Estimation Method Based on the Rotated Double-Bounce Backscatters in Urban Areas. REMOTE SENSING[J]. 2022, 14(13): [24] Li, Jihao, Weinmann, Martin, Sun, Xian, Diao, Wenhui, Feng, Yingchao, Hinz, Stefan, Fu, Kun. VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2022, 186: 19-33, http://dx.doi.org/10.1016/j.isprsjprs.2022.01.012.
[25] Yuan, Zhiqiang, Zhang, Wenkai, Fu, Kun, Li, Xuan, Deng, Chubo, Wang, Hongqi, Sun, Xian. Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 60: http://dx.doi.org/10.1109/TGRS.2021.3078451.
[26] Tian, Yu, Sun, Xian, Niu, Ruigang, Yu, Hongfeng, Zhu, Zicong, Wang, Peijin, Fu, Kun. Fully-weighted HGNN: Learning efficient non-local relations with hypergraph in aerial imagery. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2022, 191: 263-276, http://dx.doi.org/10.1016/j.isprsjprs.2022.07.001.
[27] Sun, Xian, Lv, Yixuan, Wang, Zhirui, Fu, Kun. SCAN: Scattering Characteristics Analysis Network for Few-Shot Aircraft Classification in High-Resolution SAR Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 60: http://dx.doi.org/10.1109/TGRS.2022.3166174.
[28] Yang, Yiran, Sun, Xian, Diao, Wenhui, Li, Hao, Wu, Youming, Li, Xinming, Fu, Kun. Adaptive Knowledge Distillation for Lightweight Remote Sensing Object Detectors Optimizing. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 60: http://dx.doi.org/10.1109/TGRS.2022.3175213.
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[105] Li, Hao, Fu, Kun, Yan, Menglong, Sun, Xian, Sun, Hao, Diao, Wenhui. Vehicle detection in remote sensing images using denoizing-based convolutional neural networks. REMOTE SENSING LETTERS[J]. 2017, 8(3): 262-270, [106] Zhao, An, Fu, Kun, Wang, Siyue, Zuo, Jiawei, Zhang, Yuhang, Hu, Yanfeng, Wang, Hongqi. Aircraft Recognition Based on Landmark Detection in Remote Sensing Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2017, 14(8): 1413-1417, [107] Chen, Wenbin, Fu, Kun, Zuo, Jiawei, Zheng, Xinwei, Huang, Tinglei, Ren, Wenjuan. Radar emitter classification for large data set based on weighted-xgboost. IET RADAR SONAR AND NAVIGATION[J]. 2017, 11(8): 1203-1207, http://dx.doi.org/10.1049/iet-rsn.2016.0632.
[108] Lin, Daoyu, Fu, Kun, Wang, Yang, Xu, Guangluan, Sun, Xian. MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2017, 14(11): 2092-2096, http://dx.doi.org/10.1109/LGRS.2017.2752750.
[109] Zhan, Yang, Fu, Kun, Yan, Menglong, Sun, Xian, Wang, Hongqi, Qiu, Xiaosong. Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2017, 14(10): 1845-1849, http://dx.doi.org/10.1109/LGRS.2017.2738149.
[110] Li, Wenkai, Fu, Kun, Sun, Hao, Sun, Xian, Guo, Zhi, Yan, Menglong, Zheng, Xinwei. Integrated Localization and Recognition for Inshore Ships in Large Scene Remote Sensing Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2017, 14(6): 936-940, https://www.webofscience.com/wos/woscc/full-record/WOS:000402092300030.
[111] Zhao, An, Fu, Kun, Sun, Hao, Sun, Xian, Li, Feng, Zhang, Daobing, Wang, Hongqi. An Effective Method Based on ACF for Aircraft Detection in Remote Sensing Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2017, 14(5): 744-748, http://dx.doi.org/10.1109/LGRS.2017.2677954.
[112] Wan Fang, Wei Pengxu, Han Zhenjun, Fu Kun, Ye Qixiang, IEEE. WEAKLY SUPERVISED OBJECT DETECTION WITH CORRELATION AND PART SUPPRESSION. 2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2016, 3638-3642, [113] Fu, Kun, Zhang, Yue, Sun, Xian, Li, Feng, Wang, Hongqi, Dou, Fangzheng. A Coarse-to-Fine Method for Building Reconstruction From HR SAR Layover Map Using Restricted Parametric Geometrical Models. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2016, 13(12): 2004-2008, [114] Zhu Haigang, Chen Xiaogang, Dai Weiqun, Fu Kun, Ye Qixiang, Jiao Jianbin, IEEE. ORIENTATION ROBUST OBJECT DETECTION IN AERIAL IMAGES USING DEEP CONVOLUTIONAL NEURAL NETWORK. 2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2015, 3735-3739, [115] Wang Yang, Fu Kun, Xu Guangluan, Wang Y, Jiang X. Comparison of Recent Non-linear Filters from Graphics Field. SEVENTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2015)null. 2015, 9817: [116] 付琨. Efficient saliency based object detection in remote sensing images using deep belief network. IEEE Geoscience and Remote Sensing Letters. 2015, [117] Zhang, Wanceng, Sun, Xian, Wang, Hongqi, Fu, Kun. A generic discriminative part-based model for geospatial object detection in optical remote sensing images. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2015, 99: 30-44, http://dx.doi.org/10.1016/j.isprsjprs.2014.10.007.
[118] Wu, Bin, Sun, Xian, Wu, Qichang, Yan, Menglong, Wang, Hongqi, Fu, Kun. Building Reconstruction From High-Resolution Multiview Aerial Imagery. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2015, 12(4): 855-859, https://www.webofscience.com/wos/woscc/full-record/WOS:000349674400034.
[119] Wu, Qichang, Sun, Hao, Sun, Xian, Zhang, Daobing, Fu, Kun, Wang, Hongqi. Aircraft Recognition in High-Resolution Optical Satellite Remote Sensing Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2015, 12(1): 112-116, http://dx.doi.org/10.1109/LGRS.2014.2328358.
[120] 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, 11(3): 617-621, https://www.webofscience.com/wos/woscc/full-record/WOS:000332182600007.
[121] 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, 11(1): 74-78, https://www.webofscience.com/wos/woscc/full-record/WOS:000328698400016.
[122] 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, 32(3): 198-204, https://www.webofscience.com/wos/woscc/full-record/WOS:000321722400002.
[123] Zheng, Xinwei, Sun, Xian, Fu, Kun, Wang, Hongqi. Automatic Annotation of Satellite Images via Multifeature Joint Sparse Coding With Spatial Relation Constraint. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2013, 10(4): 652-656, http://159.226.65.12/handle/80137/9960.
[124] 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, 34(10): 1186-1195, http://dx.doi.org/10.1016/j.patrec.2013.03.031.
[125] Keming Chen, Zhixin Zhou, Chunlei Huo. A Semisupervised Context-Sensitive Change Detection Technique via Gaussian Process. IEEE GEOSCI. REMOTE SENSING LETT[J]. 2013, 10(2): 236-240, http://ir.ia.ac.cn/handle/173211/10850.
[126] 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.
[127] 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, 10(3): 573-577, http://159.226.65.12/handle/80137/9954.
[128] 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, 10(5): 1055-1059, http://dx.doi.org/10.1109/LGRS.2012.2228625.
[129] 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, 34(5): 1030-1037, http://lib.cqvip.com/Qikan/Article/Detail?id=41878684.
[130] 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, 40(6): 1141-1147, http://lib.cqvip.com/Qikan/Article/Detail?id=42711789.
[131] 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, 31(5): 63-66, http://lib.cqvip.com/Qikan/Article/Detail?id=42205225.
[132] 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, 9(4): 649-653, https://www.webofscience.com/wos/woscc/full-record/WOS:000310909800023.
[133] 付琨. Object Detection in High-Resolution Remote Sensing Images Using Multiple Kernel Relevance Vector Machines. IEEE International Geoscience and Remote Sensing Symposium. 2012, [134] 傅兴玉, 尤红建, 付琨, 张翰墨. 利用多尺度Hough变换提取高分辨率SAR图像建筑物L型结构. 武汉大学学报:信息科学版[J]. 2012, 37(4): 394-398,506, http://lib.cqvip.com/Qikan/Article/Detail?id=41501093.
[135] 石悦, 付琨, 孙显, 林殷, 赵文哲. 控制点/控制点对最优能量解析的图像配准. 宇航学报[J]. 2012, 1505-1511, http://lib.cqvip.com/Qikan/Article/Detail?id=43684786.
[136] Fu, Xingyu, You, Hongjian, Fu, Kun. A Statistical Approach to Detect Edges in SAR Images Based on Square Successive Difference of Averages. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2012, 9(6): 1094-1098, https://www.webofscience.com/wos/woscc/full-record/WOS:000310916400019.
[137] 王山虎, 尤红建, 付琨. 基于大尺度双边SIFT的SAR图像同名点自动提取方法. 电子与信息学报[J]. 2012, 34(2): 287-293, http://lib.cqvip.com/Qikan/Article/Detail?id=40829939.
[138] 王宏琦. Spatial Semantic Objects‐based Hybrid Learning Method for Automatic Complicated Scene Classification. Journal of Electronics and Information Technology. 2011, [139] 王宏琦. Hierarchical Objects Semantic Graph based Hybrid Learning Method for Automatic Complicated Objects Recognition. JOURNALOFELECTRONICSANDINFORMATIONTECHNOLOGY. 2011, [140] 付琨. An Invariant Generalized Hough Transform Based Method of Inshore Ships Detection. 2011, [141] Sun, Xian, Wang, Hongqi, Fu, Kun. Automatic Detection of Geospatial Objects Using Taxonomic Semantics. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2010, 7(1): 23-27, https://www.webofscience.com/wos/woscc/full-record/WOS:000276079000005.
[142] Xian Sun, Kun Fu, Long, Hui. Contextual Models for Automatic Building Extraction in High Resolution Remote Sensing Image Using Object-Based Boosting Method. IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium[J]. 2008, [143] Xian Sun, Kun Fu, Long, Hui. Contextual Models for Automatic Building Extraction in High Resolution Remote Sensing Image Using Object-Based Boosting Method. IEEE International Geoscience and Remote Sensing Symposium[J]. 2008, [144] 付琨. Cloud Reduction and Destripe of Space-borne Image Based on Wavelet Transform. IEEE International Geoscience and Remote Sensing Symposium. 2006, [145] 付琨. Cloud Reduction and Destripe of Space-borne Image Based on Wavelet Trasform. IGASS. 2006, [146] 付琨, 孙真真, 吴一戎. 基于Beta-Prime统计模型和QGD分类器的SAR图像地物分类方法. 电子学报[J]. 2003, 2163-2166, http://lib.cqvip.com/Qikan/Article/Detail?id=1000348595.
[147] 付琨, 匡纲要, 郁文贤. 一种合成孔径雷达图像阴影和目标检测的方法. 软件学报[J]. 2002, 13(4): 818-826, http://lib.cqvip.com/Qikan/Article/Detail?id=6155763.
[148] 付琨, 匡纲要, 郁文贤. 高分辨率SAR图像地物分类算法研究. 电子学报[J]. 2001, 1820-1823, http://lib.cqvip.com/Qikan/Article/Detail?id=1000537989.
[149] Qibin He, Xian Sun, Wenhui Diao, Zhiyuan Yan, Dongshuo Yin, Kun Fu. Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. http://dx.doi.org/10.1016/j.isprsjprs.2022.08.010.
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

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
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