祁昆仑 (副教授)

副教授 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

办公地点：科教八楼631办公室

联系方式：QQ: 549193625

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个人简历

       中国地质大学（武汉）地理与信息工程学院副教授，主要研究方向为地理大数据、遥感影像解译、城市遥感应用研究。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30余篇，担任10多份SCI/EI期刊的外审专家。


发表论文

  1. Xuan Dong, Jiajun Xie, Kelong Tu, Kunlun Qi*, Chao Yang, Han Zhai. "DSFNet: Dual-Stream-Fusion Network for Farmland Parcel Mapping in High-Resolution Satellite Images." 2023 11th International Conference on Agro-Geoinformatics (Agro-Geoinformatics). IEEE, 2023.

  2. Qi, Kunlun, Yang Chao, Hu Chuli, Shen Yonglin. "Deep object-centric pooling in convolutional neural network for remote sensing scene classification." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 (2021): 7857-7868.

  3. Qi, Kunlun, Yang Chao, Hu Chuli. "A multi-level improved circle pooling for scene classification of high-resolution remote sensing imagery." Neurocomputing 462 (2021): 506-522.

  4. Qi, Kunlun, Yang Chao, Hu Chuli, Shen Yonglin, Wu Huayi. "Rotation invariance regularization for remote sensing image scene classification with convolutional neural networks." Remote Sensing 13.4 (2021): 569.

  5. Shen, Yonglin, Shen Guoling Zhai Han, Yang Chao, Qi Kunlun*. "A Gaussian Kernel-Based Spatiotemporal Fusion Model for Agricultural Remote Sensing Monitoring." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 (2021): 3533-3545.

  6. Cheng Hongquan, Wu Huayi, Zheng Jie, Qi Kunlun. "A hierarchical self-attention augmented Laplacian pyramid expanding network for change detection in high-resolution remote sensing images." ISPRS Journal of Photogrammetry and Remote Sensing 182 (2021): 52-66.

  7. Peng, Feifei, Lu Wei, Tan Wenxia, Qi Kunlun, et al. "Multi-Output Network Combining GNN and CNN for Remote Sensing Scene Classification." Remote Sensing 14.6 (2022): 1478.

  8. Zhou, Yutao, Wu Huayi, Cheng Hongquan, Qi Kunlun. "Social graph convolutional LSTM for pedestrian trajectory prediction." IET Intelligent Transport Systems 15.3 (2021): 396-405.

  9. Zhang, Shengqing, Yang Peng, Xia Jun, Qi Kunlun, et al. "Research and analysis of ecological environment quality in the Middle Reaches of the Yangtze River Basin between 2000 and 2019." Remote Sensing 13.21 (2021): 4475.

  10. 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.

  11. Hu, Kai, Qing Luo, Kunlun Qi, et al. "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.

  12. 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.

  13. 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.

  14. Hu, Kai, Huayi Wu, Kunlun Qi, et al. "A domain keyword analysis approach extending Term Frequency-Keyword Active Index with Google Word2Vec model." Scientometrics 114, no. 3 (2018): 1031-1068.

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

  16. 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.

  17. Hu, Kai, Kunlun Qi, Qingfeng Guan, et al. "A scientometric visualization analysis for night-time light remote sensing research from 1991 to 2016." Remote Sensing 9, no. 8 (2017): 802.

  18. 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.

  19. 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.

  20. 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.

  21. 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).

  22. 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.

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

  24. 王梨名，祁昆仑，杨超，吴华意. 弱监督尺度自适应增强的高分辨率遥感影像场景分类.遥感学报，1-19 (2022).

  25. 杨超, 杨柳松, 祁昆仑*. 融合图像和时空信息的社交媒体用户活动分类方法. 武汉大学学报(信息科学版), (2021).

  26. 吴华意, 成洪权， 郑杰， 祁昆仑. RS-ODMS: 一种分布式遥感数据在线管理与服务框架. 武汉大学学报(信息科学版) 45.12 (2020): 1836-1846.

  27. 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. 测绘学报, 2017, 46(6): 802-802.

  28. 沈忱, 祁昆仑, 刘文轩, 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, 01 (2016): 55-59. 

  29. 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. 武汉大学学报(信息科学版), 2018, 43(2):297-303. 

  30. 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. 测绘学报, 2017, 46(6):802-802. (EI)

  31. 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, 武汉大学学报·信息科学版, 2013, 38(6).



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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