个人简介
面向航空航天、轨道交通等领域,一直从事复杂环境下动态视觉测量与工程应用研究,曾参与科技部、北京市教委等项目;目前主持青年科学基金项目1项、参与国家重大科研仪器研制项目1项,已在IEEE TIM、IEEE TITS、Optics Express等期刊发表SCI论文11篇,其中以第一作者/通讯作者发表9篇,授权发明专利2项,申请发明专利1项。相关研究成果已应用在航空航天、轨道交通等领域,形成了轨道交通安全检测系列产品并实现产业化,已在全国多家铁路局推广应用,为保障我国铁路安全运营发挥了重要作用,取得了较大社会和经济效益。
研究方向
(1)高精度动态视觉测量
(2)图像处理与目标识别
(3)目标跟踪与位姿测量
(4)智能感知与自主导航
教学工作
(1)教授研究生课程《机器视觉》
学术成果
(1)Luonan Chang ,Xiao Pan*, Dong Li, Zhenzhou Fu. Robust and Long-Term High-Speed Operational Status Inspection of Pantograph-OCS in Complex Environments. IEEE Transactions on Instrumentation and Measurement,2022, 71, (DOI: 10.1109/TIM.2021.3125965).
(2)Luonan Chang ,Xiao Pan*, Zhenzhou Fu, Dong Li, Shengtong Liu, Guangjun Zhang. Robust Online Dynamic Detection Method for PAC Operational Status of High-Speed Trains Based on Key Point Positioning.IEEE Transactions on Instrumentation and Measurement,2022,71,(DOI: 10.1109/TIM.2022.3170880).
(3)Li Dong,PanXiao*, Zhenzhou Fu, Luonan Chang, Guangjun Zhang. Real-time Accurate Deep Learning-based Edge Detection for 3D Pantograph Pose Status Inspection. IEEE Transactions on Instrumentation and Measurement, 2022, (DOI: 10.1109/TIM.2021.3137558).
(4)Shen Yuan,Xiao Pan*, Luonan Chang. Online Intelligent Perception of Pantograph and Catenary System Status Based on Parameter Adaptation,Appl. Sci, 2021,11, 1948. 1-19.
(5)Xiao Pan, Zhen Liu, Guangjun Zhang. Line Structured-Light Vision Sensor Calibration Based on Multi-Tooth Free-Moving Target and Its Application in Railway Fields, IEEE Transaction Intelligent Transportation Systems, 2021, 22(9): 5762 -5771.
(6)Xiao Pan, Zhen Liu, Guangjun Zhang. High-accuracy calibration of on-site multi-vision sensors based on flexible and optimal 3D field, IEEE Access, 2019, 7(1): 159495-159506.
(7)Xiao Pan, Zhen Liu. High-accuracy calibration of line-structured light vision sensor by correction of image deviation, Optics Express, 2019, 27(4): 4364-4385.
(8)Xiao Pan; Zhen Liu, Guangjun Zhang. On-Site Reliable Wheel Size Measurement Based on Multisensor Data Fusion, IEEE Transactions on Instrumentation and Measurement, 2019, 68(11):4575-4589.
(9)Xiao Pan,Zhen Liu, Guangjun Zhang. Reliable and Accurate Wheel Size Measurement under Highly Reflective Conditions, Sensors, 2018, 18(12): 4296.
荣誉获奖
(1)2020年北京市普通高等学校优秀毕业生。
科研项目
(1)长焦大口径光学相机地面快速高精度标定技术研究,国家自然科学基金委员会,青年科学基金项目,30万,2022.01-2024.12,在研,主持;
(2)基于稀疏孔径多波段成像的飞机位姿动态视觉测量系统,国家自然科学基金委员会,国家重大科研仪器研制项目,893.37万,2022.01-2026.12,在研,参与;
(3)科学研究与研究生培养共建项目—成果转化与产业化项目-列车弓网运行状况在线动态检测系统,北京市教育委员会,2400万,2016.01-2018.12,结题,参与;
(4)列车轮对/车体运行状况在线动态测试仪,国家重大科学仪器设备开发专项,3919万,2012.10-2017.09,结题,参与。
学术兼职
担任Optics Express、Applied Optics、IEEE Sensors Journal、JOSA A、《仪器仪表学报》等期刊审稿人。