祁昆仑

硕士生导师

性别:男

出生年月:1986-11-27

毕业院校:武汉大学

学历:博士研究生

学位:工学博士学位

在职信息:在职

所在单位:地理与信息工程学院

入职时间:2016-06-30

职务:副系主任

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个人简历

       特任副教授,现任中国地质大学(武汉)地理与信息工程学院地理系副系主任。主要研究方向为遥感大数据、城市遥感应用、众源地图数据挖掘以及深度学习遥感场景监督与半监督分类、遥感影像语义分割研究。2016年毕业于武汉大学测绘遥感信息工程国家重点实验室摄影测量与遥感专业,获工学博士学位。共承担国家自然科学基金1项、中央高校科研项目2项、中国博士后基金1项、国家重点实验室开放课题1项等,作为骨干成员参与国家重点研发项目课题2项、国家863课题、国家973课题、国家自然科学基金重点项目以及多项横向项目;获得2017深圳“中国电科杯”城市数据创新大赛二等奖。公开发表论文20余篇,担任10多份SCI/EI期刊的外审专家。


发表论文

  1. Qi, Kunlun, Chao Yang, Chuli Hu, Qingfeng Guan, Wenwen Tian, Shengyu Shen, and Feifei Peng. "Polycentric Circle Pooling in Deep Convolutional Networks for High-Resolution Remote Sensing Image Recognition." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13 (2020): 632-641.

  2. Hu, Kai, Qing Luo, Kunlun Qi, Siluo Yang, Jin Mao, Xiaokang Fu, Jie Zheng, Huayi Wu, Ya Guo, and Qibing Zhu. "Understanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis." Information Processing & Management 56, no. 4 (2019): 1185-1203.

  3. Qi, Kunlun, Qingfeng Guan, Chao Yang, Feifei Peng, Shengyu Shen, and Huayi Wu. "Concentric Circle Pooling in Deep Convolutional Networks for Remote Sensing Scene Classification." Remote Sensing 10, no. 6 (2018): 934.

  4. Hu, Kai, Kunlun Qi, Siluo Yang, Shengyu Shen, Xiaoqiang Cheng, et al. "Identifying the “Ghost City” of domain topics in a keyword semantic space combining citations." Scientometrics 114, no. 3 (2018): 1141-1157.

  5. Hu, Kai, Huayi Wu, Kunlun Qi, Jingmin Yu, Siluo Yang, Tianxing Yu, Jie Zheng, and Bo Liu. "A domain keyword analysis approach extending Term Frequency-Keyword Active Index with Google Word2Vec model." Scientometrics 114, no. 3 (2018): 1031-1068.

  6. Peng, Feifei, Jing Luo, Gaoqiang Wang, and Kunlun Qi. "Stereo Image Retrieval Using Height and Planar Visual Word Pairs." IEEE Geoscience and Remote Sensing Letters 14, no. 11 (2017): 2082-2086.

  7. Qi, Kunlun, Chao Yang, Qingfeng Guan, Huayi Wu, and Jianya Gong. "A multiscale deeply described correlatons-based model for land-use scene classification." Remote Sensing 9, no. 9 (2017): 917.

  8. Hu, Kai, Kunlun Qi, Qingfeng Guan, Chuanqing Wu, Jingmin Yu, Yaxian Qing, Jie Zheng, Huayi Wu, and Xi Li. "A scientometric visualization analysis for night-time light remote sensing research from 1991 to 2016." Remote Sensing 9, no. 8 (2017): 802.

  9. Qi, Kunlun, Wenxuan Liu, Chao Yang, Qingfeng Guan, and Huayi Wu. "Multi-task joint sparse and low-rank representation for the scene classification of high-resolution remote sensing image." Remote Sensing 9, no. 1 (2017): 10.

  10. Qi, Kunlun, Zhang Xiaochun, Wu Baiyan, and Huayi Wu. "Sparse coding-based correlaton model for land-use scene classification in high-resolution remote-sensing images." Journal of Applied Remote Sensing 10, no. 4 (2016): 042005.

  11. Qi, Kunlun, Zhipeng Gui, Zhenqiang Li, Wei Guo, Huayi Wu, and Jianya Gong. "An extension mechanism to verify, constrain and enhance geoprocessing workflows invocation." Transactions in GIS 20, no. 2 (2016): 240-258.

  12. Hu, Kai, Zhipeng Gui, Xiaoqiang Cheng, Kunlun Qi, Jie Zheng, Lan You, and Huayi Wu. "Content-based discovery for web map service using support vector machine and user relevance feedback." PloS one 11, no. 11 (2016).

  13. Qi, Kunlun, Huayi Wu, Chen Shen, and Jianya Gong. "Land-use scene classification in high-resolution remote sensing images using improved correlatons." IEEE Geoscience and Remote Sensing Letters 12, no. 12 (2015): 2403-2407.

  14. Gong, Jianya, Huayi Wu, Tong Zhang, Zhipeng Gui, Zhenlong Li, Lan You, Shengyu Shen et al. "Geospatial Service Web: towards integrated cyberinfrastructure for GIScience." Geo-spatial Information Science 15, no. 2 (2012): 73-84.

  15. 沈忱, 祁昆仑, 刘文轩, and 吴华意. "基于 FSFDP-BoV 模型的遥感影像检索." 地理与地理信息科学 2016 年 01 (2016): 55-59. (CSCD核心期刊)

  16. 刘文轩, 祁昆仑*, 吴柏燕,等. 基于多任务联合稀疏和低秩表示的高分辨率遥感图像分类[J]. 武汉大学学报(信息科学版), 2018, 43(2):297-303. (EI)

  17. 祁昆仑. 基于视觉特征的高分辨率光学遥感影像多任务分类研究[J]. 测绘学报, 2017, 46(6):802-802. (EI)

  18. 祁昆仑, 陈玉敏, 吴华意, 龚健雅, MPI+OpenMP环境下的特征函数空间滤值并行化方法研究[J], 武汉大学学报·信息科学版, 2013, 38(6). (EI)



专利

  1. 陈玉敏, 江万寿, 祁昆仑, 岳春宇, & 龚健雅. 一种遥感图像处理Web服务动态生成方法.

  2. 周启鸣, 朱全生, 祁昆仑, & 陈玉敏. 一种保持地形特征的自适应尺度DEM建模方法.

  3. 周启鸣, 朱全生, 祁昆仑, 陈玉敏, & 龚健雅. 一种基于自适应尺度DEM的流水线拓扑网络动态模拟方法.



研究方向

  • [1]   遥感大数据与城市遥感应用
    基于深度学习的半监督遥感影像分类
    高分辨率遥感影像语义分割与变化监测

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