基本信息
孙显  男  博导  中国科学院空天信息创新研究院
电子邮件: sunxian@aircas.ac.cn
通信地址: 中关村北一条9号科电大厦1314
邮政编码:

研究领域

计算机视觉与遥感图像理解
地理空间大数据解译

招生信息

   
招生专业
081002-信号与信息处理
招生方向
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

教育背景

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
学历

研究生

学位
博士

工作经历

   
工作简历
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
社会兼职
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

教授课程

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

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) 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
专利成果
[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, 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.

[3] 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.

[4] 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.

[5] 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.

[6] 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.

[7] 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.

[8] 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.

[9] 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.

[10] 孙显, 刘庆, 李树超, 张泽群, 刘康, 李晓宇, 李欣隆, 吕博. 面向多源异构数据源的智能问答方法及装置. CN: CN112948546A, 2021-06-11.

[11] 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.

[12] 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.

[13] 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: CN112800265A, 2021-05-14.

[14] 孙显, 张泽群, 李树超, 李晓宇, 金力, 吕建伟, 李磊. 一种基于多层级图网络的事件联合抽取方法及装置. CN: CN112632230A, 2021-04-09.

[15] 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.

[16] 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.

[17] 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.

[18] 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.

[19] 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.

[20] 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.

[21] 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.

[22] 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.

[23] 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.

[24] 孙显, 王佩瑾, 刁文辉, 张义, 闫志远, 冯瑛超, 马益杭, 许滔. 一种遥感图像的地物目标检测方法及系统. CN: CN111626176A, 2020-09-04.

[25] 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.

[26] 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.

[27] 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.

[28] 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.

[29] 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.

出版信息

   
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: [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] Liu, Jintao, Zhang, Zequn, Guo, Zhi, Jin, Li, Li, Xiaoyu, Wei, Kaiwen, Sun, Xian. KEPT: Knowledge Enhanced Prompt Tuning for event causality identification. KNOWLEDGE-BASED SYSTEMS[J]. 2023, 259: http://dx.doi.org/10.1016/j.knosys.2022.110064.
[5] Wang, Zhirui, Zeng, Xuan, Yan, Zhiyuan, Kang, Jian, Sun, Xian. AIR-PolSAR-Seg: A Large-Scale Data Set for Terrain Segmentation in Complex-Scene PolSAR Images. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2022, 15: 3830-3841, http://dx.doi.org/10.1109/JSTARS.2022.3170326.
[6] 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.
[7] 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.
[8] 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.
[9] Chen, Yuqi, Zhang, Zequn, Zhou, Guangyao, Sun, Xian, Chen, Keming. Span-based dual-decoder framework for aspect sentiment triplet extraction. NEUROCOMPUTING[J]. 2022, 492: 211-221, http://dx.doi.org/10.1016/j.neucom.2022.04.022.
[10] Xian Sun, Wang, Peijin, Wanxuan Lu, Zicong Zhu, Xiaonan Lu, Qibin He, Junxi Li, Xuee Rong, Zhujun Yang, Hao Chang, Qinglin He, Guang Yang, Ruiping Wang, Jiwen Lu, Kun Fu. RingMo: A remote sensing foundation model with masked image modeling. IEEE Transactions on Geoscience and Remote Sensing[J]. 2022, [11] 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.
[12] 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.
[13] 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, [14] 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, [15] Li, Xuan, Zhang, Wenkai, Sun, Xian, Gao, Xin. Semantic-meshed and content-guided transformer for image captioning. IET COMPUTER VISION[J]. 2022, 16(5): 431-444, https://doaj.org/article/0cad7a1b8124486b92a7c412ce4b6cf4.
[16] 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.
[17] 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.
[18] Li, Xuan, Zhang, Wenkai, Sun, Xian, Gao, Xin. Without detection: Two-step clustering features with local-global attention for image captioning. IET COMPUTER VISION[J]. 2022, 16(3): 280-294, http://dx.doi.org/10.1049/cvi2.12087.
[19] 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.
[20] 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.
[21] 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.
[22] Zhu, Yangguang, Sun, Xian, Diao, Wenhui, Li, Hao, Fu, Kun. RFA-Net: Reconstructed Feature Alignment Network for Domain Adaptation Object Detection in Remote Sensing Imagery. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2022, 15: 5689-5703, https://doaj.org/article/16896e4f2b0f4c9499e8d6a478dbaa60.
[23] 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.
[24] Sun, Xian, Wang, Peijin, Wang, Cheng, Liu, Yingfei, Fu, Kun. PBNet: Part-based convolutional neural network for complex composite object detection in remote sensing imagery. ISPRSJOURNALOFPHOTOGRAMMETRYANDREMOTESENSING[J]. 2021, 173: 50-65, http://dx.doi.org/10.1016/j.isprsjprs.2020.12.015.
[25] Fu, Kun, Zhang, Tengfei, Zhang, Yue, Sun, Xian. OSCD: A one-shot conditional object detection framework. NEUROCOMPUTING[J]. 2021, 425: 243-255, http://dx.doi.org/10.1016/j.neucom.2020.04.092.
[26] Yao, Fanglong, Sun, Xian, Yu, Hongfeng, Zhang, Wenkai, Fu, Kun. Commonalities-, specificities-, and dependencies-enhanced multi-task learning network for judicial decision prediction. NEUROCOMPUTING[J]. 2021, 433: 169-180, http://dx.doi.org/10.1016/j.neucom.2020.10.010.
[27] Sun, Xian, Wang, Bing, Wang, Zhirui, Li, Hao, Li, Hengchao, Fu, Kun. Research Progress on Few-Shot Learning for Remote Sensing Image Interpretation. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2021, 14: 2387-2402, https://doaj.org/article/0fefd17ec5ab4d838f1bc04836340676.
[28] Tian, Yu, Sun, Xian, Yu, Hongfeng, Li, Ya, Fu, Kun. Hierarchical self-adaptation network for multimodal named entity recognition in social media. NEUROCOMPUTING[J]. 2021, 439: 12-21, http://dx.doi.org/10.1016/j.neucom.2021.01.060.
[29] Sun, Xian, Liu, Yingfei, Yan, Zhiyuan, Wang, Peijin, Diao, Wenhui, Fu, Kun. SRAF-Net: Shape Robust Anchor-Free Network for Garbage Dumps in Remote Sensing Imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2021, 59(7): 6154-6168, http://dx.doi.org/10.1109/TGRS.2020.3023928.
[30] Yan, Jiangqiao, Zhao, Liangjin, Diao, Wenhui, Wang, Hongqi, Sun, Xian. AF-EMS Detector: Improve the Multi-Scale Detection Performance of the Anchor-Free Detector. REMOTE SENSING[J]. 2021, 13(2): https://doaj.org/article/4299ba4a525742d89f32cd81c4706e5a.
[31] 付琨. Random Topology and Random Multi-scale Mapping: An Automated Design of Multi-scale and Lightweight Neural Network for Remote Sensing Image Recognition. IEEE Transactions on Geoscience and Remote Sensing. 2021, [32] Yin, Wenxin, Diao, Wenhui, Wang, Peijin, Gao, Xin, Li, Ya, Sun, Xian. PCAN-Part-Based Context Attention Network for Thermal Power Plant Detection in Remote Sensing Imagery. REMOTE SENSING[J]. 2021, 13(7): https://doaj.org/article/2a182d6b30594408a4f6df5c8714ddef.
[33] Fu, Jiamei, Sun, Xian, Wang, Zhirui, Fu, Kun. An Anchor-Free Method Based on Feature Balancing and Refinement Network for Multiscale Ship Detection in SAR Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2021, 59(2): 1331-1344, http://dx.doi.org/10.1109/TGRS.2020.3005151.
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[114] 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.
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[116] 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.
[117] 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.
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发表著作
(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

科研活动

   
科研项目
( 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
参与会议
(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

指导学生

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

姚方龙  博士研究生  081002-信号与信息处理  

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