个人简历
博士、教授,博士生导师。2013年毕业于北京航空航天大学,获工学博士学位;2011年以学生访问学者身份赴加拿大York University交流学习,2013年至2015年赴加拿大University of New Brunswick从事遥感图像融合博士后研究;2015年9月,入选北京航空航天大学“卓越百人”计划,加入计算机学院,任副教授;2018年12月,加入北京化工大学信息学院,任教授;长期从事遥感图像融合、目标识别、机器学习相关研究工作,开授了《遥感图像与视频处理技术》课程,正主持自然科学基金面上项目等多项国家级课题,培养在读研究生3名、博士生2名。在国际遥感期刊发表SCI检索论文20余篇,有国内外授权发明专利8项。曾参与了我国多颗卫星的地面图像处理系统建设,研究的多源遥感图像融合方法已在我国10余颗卫星的产品生产中应用,应用效果显著,获省部级一等奖2项。工作经历
[1] 2018.12-至今北京化工大学 |信息学院
[2] 2016.3-2018.12
北京航空航天大学 |计算机学院 |副教授
[3] 2013.3-2015.3
新布伦瑞克大学测绘系 |博士后
研究方向
[1] 机器学习[2] 遥感大数据
[3] 空天感知与智能计算
[4] 遥感图像融合
研究领域
当前位置: 中文 >> 研究领域1.遥感图像高保真融合,具体包含全色与多光谱、全色与高光谱、全色与红外、红外与SAR图像融合,其中,全色与红外、全色与SAR图像融合是当前研究的难点。
2.空天感知与智能计算,空天计算平台的能源、体积、功耗及计算能力受限,研究适合空天平台的高性能传感器及传感器采集信息的智能处理方法,对军事快速响应或自然灾割应急响应具有重要意义。
3.遥感大数据分析方法,针对未来XX大数据处理的高安全性、强实效性、可解释性挑战,建立以强对抗、非确定条件下的可解性性大数据分析为代表的XX大数据理论基础。
开授课程
当前位置: 中文 >> 开授课程[1]博士生学科综合课
[2]Python语言程序设计基础
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论文
当前位置: 中文 >> 论文[1] Qingpeng Li,Lichao Mou,Qizhi Xu,Yun Zhang,Xiao Xiang Zhu,.R3-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos.IEEE Transactions on Geoscience and Remote Sensing.2019,57 (7):5028-5042
[2] Nan Wang,Bo Li,Qizhi Xu,Yonghua Wang.Automatic Ship Detection in Optical Remote Sensing Images Based on Anomaly Detection and SPP-PCANet.Remote Sensing.2019,11 (47):1-19
[3] Tianyang Shi,Qizhi Xu,Zhengxia Zou,Zhenwei Shi.automatic raft labeling for remote sensing images via dual-scale homogeneous convolutional neural network.Remote Sensing.2018,10 (7):1130
[4] Jin Zheng,Qizhi Xu,Jie Chen,Cunguang Zhang.The On-orbit Non-Cloud-Covered Water Region Extraction for Ship Detection based on Relative Spectral Reflectance.IEEE Gesoscience and Remote Sensing Letter.2018,15 (6):818-822
[5] Bo Li,Qizhi Xu,Feng Yang.Ship Detection from Thermal Remote Sensing Imagery through Region-based Deep Forest.IEEE Geoscience and Remote Sensing Letters.2018,15 (3):449-453
[6] Bo Li, Qizhi Xu,Feng Yang.Ship Detection From Optical Satellite Images Based on Saliency Segmentation and Structure-LBP Feature.IEEE Geoscience and Remote Sensing Letters.2017,14 (5):602-606
[7] Feng Gao, Bo Li, Weixing Qiu,Qizhi Xu.Hyperspectral and panchromatic image fusion through an improved ratio enhancement.Journal of Applied Remote Sensing.2017,11 (1):1-14
[8] Qizhi Xu, Bo Li, Junyu Dong,Feng Gao.Automatic change detection in synthetic aperture radar images based on PCANet.IEEE Geoscience and Remote Sensing Letters.2016,13 (12):1792-1796
[9] Qizhi Xu, Bo Li,Xianmin Wang.Speckle-reducing scale-invariant feature transform match for synthetic aperture radar image registration.Journal of Applied Remote Sensing.2016,10 (3):1-13
[10] Chao Ma, Zhaofeng He, Bo Li,Qizhi Xu.Multiscale Contour Extraction Using a Level Set Method in Optical Satellite Images.IEEE Geoscience and Remote Sensing Letters.2011,8 (5):854-858
[11] L. Ding, Y. Zhang, Bo Li,Qizhi Xu.High-Fidelity Component Substitution Pansharpening by the Fitting of Substitution Data.IEEE Transactions on Geoscience and Remote Sensing.2014,52 (11):7380–7392
[12] Lin Ding, Bo Li, Yun Zhang,Qizhi Xu.Pansharpening Using Regression of Classified MS and Pan Images to Reduce Color Distortion.IEEE Geoscience and Remote Sensing Letters.2015,12 (1):28-32
[13] Bo Li, Yun Zhang,Qizhi Xu.Improved SIFT match for optical satellite images registration by size classification of blob-like structures.Remote Sensing Letters.2014,5 (5):451–460
[14] Bo Li, Yun Zhang,Qizhi Xu.Recent advances in pansharpening and key problems in applications.International Journal of Image and Data Fusion.2014,5 :175–195
[15] Bo Li, Qizhi Xu,Feng Gao.Robust aircraft segmentation from very high-resolution images based on bottom-up and top-down cue integration.Journal of Applied Remote Sensing.2015,10 (1):1-11
[16] Chunsheng Li, Bo Li, Yunchao Hao, Qizhi Xu,Xianmin Wang.Robust and fast scale-invariance feature transform match of large-size multispectral image based on keypoint classification.Journal of Applied Remote Sensing.2015,9 :1-20
[17] Haimiao Hu, Bo Li, Qizhi Xu, Jin Zheng,Yue Wang.An improved RANSAC based on the scale variation homogeneity.Journal of Visual Com. and Image Representation.2016,40 :751–764
[18] Bo Li, Qizhi Xu,Chen Zhong.Relative Radiometric Normalization for Multitemporal Remote Sensing Images by Hierarchical Regression.IEEE Geoscience and Remote Sensing Letters.2016,13 (2):217-221
[19] Yun Zhang, Qizhi Xu, Qinling Dai,Leiguang Wang.Constructing Hierarchical Segmentation Tree for Feature Extraction and Land Cover Classification of High Resolution MS Imagery.IEEE J. of Sel. T. in App. Earth Ob. & Remote Sens.2015,8 (5):1946-1961
[20] Qizhi Xu, Feng Gao, Shufan Ji, Bo Li,Guang Yang.Ship Detection From Optical Satellite Images Based on Sea Surface Analysis.IEEE Geoscience and Remote Sensing Letters.2014,11 (3):641-645
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荣誉及奖励
当前位置: 中文 >> 荣誉及奖励[1]2009年,XXXX图像高保真融合方法研究,省部级一等奖,排名第6
[2]2017年,高分辨率遥感图像高保真融合技术及其应用,省部级一等奖,排名第2
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