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个人简介

教育经历 2007/03-2011/06,同济大学 模式识别与智能系统 博士 2004/09-2007/03,同济大学 电力系统及其自动化 硕士 2000/09-2004/07,郑州大学 电气工程及其自动化 学士 工作经历 2021/05-今,同济大学交通科学与技术研究院,研究员 2021/10-2022/09,上海市虹口区科学技术委员会,副主任(挂职) 2019/01-2021/05,同济大学,交通运输工程学院,副教授 2018/01-2018/12,同济大学,交通运输工程学院,副研究员 2014/03-2017/12,同济大学,交通运输工程学院,助理教授 2011/09-2014/03,同济大学,计算机科学与技术博士后流动站,博士后 教学荣誉 2023年,第三届全国高校教师教学创新大赛三等奖 2023年,第三届上海市教师教学创新大赛新工科组特等奖 2023年,国家级一流本科课程,《电子技术基础》(负责人) 2023年,智慧树精品课,《电子技术基础》(负责人) 2022年,上海市高等教育优秀教学成果奖二等奖,《坚定走中国道路的“同路人”思政育人机制探索与创新》(执笔人) 2022年,同济大学课程思政示范课程,《物联网与信息安全》(负责人) 2021年,同济大学教学成果奖特等奖,《全程覆盖、全员协同、全方位交融的“同路人”大思政育人机制》(执笔人) 2021年,同济大学教学成果奖二等奖,《“课前引入启发、课中探究融通、课后讨论感悟”的三阶段课程思政建设方法》(排名第一) 2021年,首届同济大学教师教学创新大赛一等奖 2021年,首届“智慧树杯”课程思政示范案例教学大赛本科赛道卓越奖 2021年,智慧树一流高校精品课程,《电子技术基础》(负责人) 2020年,上海市高校市级重点课程(线上课程),《电子技术基础》(负责人) 2020年,智慧树双一流高校专业课程TOP100,《电子技术基础》(负责人) 2019年,同济大学教学成果一等奖,《专业教师课程思政胜任力提升的有效路径研究和实践》(排名第三) 2019年,同济大学教学成果三等奖,《混合式课程中线下教学组织创新与实践》(排名第一) 2019年,上海高校课程思政整体改革领航高校领航课程,《电子技术基础》(负责人) 2019年,同济大学名课优师 2019年,同济大学育才教育奖励金优秀教师 2018年,第二届卓越大学联盟高校青年教师教学创新大赛二等奖,《基于问题导向的探究学习教学创新设计》 2018年,同济大学青年教师讲课竞赛二等奖 2018年,同济大学度中国路桥奖励金 2018年,同济大学优秀班主任

研究领域

基于深度学习的视频/图像处理及其在交通信息感知中的应用 基于对抗样本的深度学习算法失效机理及其防御机制研究 具有对抗样本属性的交通基础设施灾害影像高逼真自动生成方法研究

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Bingjie Zhang, Shize Huang*, Lei Zhang, Xiaowen Liu, Guanqun Song, Jinzhe Qin, Man Li. Method of Railway Shunting Operation Sheet Information Extraction Guided by Table Header. IET Intelligent Transport Systems, 2022. DOI: https://doi.org/10.1049/itr2.12213 Shize Huang, Guanqun Song, Wei Chen*, Jinzhe Qin, Xiaowen Liu, Bingjie Zhang, Zhaoxin Zhang. Time Series-Based Detection on Tailgating Fare Evasions Using Human Pose Estimation. Journal of Transportation Engineering, 2022. DOI: https://doi.org/10.1061/JTEPBS.0000676 Zhaoxin Zhang, Shize Huang*, Xiaowen Liu, Bingjie Zhang, Decun Dong. Adversarial Attacks on YOLACT Instance Segmentation. Computers & Security, 2022. DOI: https://doi.org/10.1016/j.cose.2022.102682 Shize Huang, Xiaowen Liu, Wei Chen*, Guanqun Song, Zhaoxin Zhang, Lingyu Yang, Bingjie Zhang. A Detection Method of Individual Fare Evasion Behaviours on Metros Based on Skeleton Sequence and Time Series. Information Sciences, 2022. (中科院一区) DOI: https://doi.org/10.1016/j.ins.2021.12.088 Shize Huang*, Bingjie Zhang, Lei Zhang, Xingying Li, Xiaolei Xu, Jingmin Lin. Rail Defect Recognition Based on Waveform Subtraction and Rule Base. Journal of Performance of Constructed Facilities, 2021. DOI: https://doi.org/10.1061/(ASCE)CF.1943-5509.0001684 Shize Huang, Lingyu Yang, Xiaolu Yang*, Xinghua Li, Fei Gao. A Decentralized ETC Architecture Based on Blockchain Technology. Journal of Advanced Transportation, 2021. DOI: https://doi.org/10.1155/2021/8848697 Shize Huang, Xiaowen Liu, Xiaolu Yang*, Zhaoxin Zhang. An Improved ShapeShifter Method of Generating Adversarial Examples for Physical Attacks on Stop Signs Against Faster R-CNNs. Computers & Security, 2020. DOI: https://doi.org/10.1016/j.cose.2020.102120 Shize Huang, Lingyu Yang*, Wei Chen, Ting Tao. A Specific Perspective: Subway Driver Behaviour Recognition Using CNN and Time-Series Diagram. IET Intelligent Transport Systems, 2021. DOI: https://doi.org/10.1049/itr2.12032 Ting Tao, Decun Dong, Shize Huang*, Wei Chen, Lingyu Yang. Object Detection-Based License Plate Localization and Recognition in Complex Environments. Transportation Research Record, 2020. DOI: https://doi.org/10.1177/0361198120954202 Shize Huang, Wei Chen, Bo Sun*, Ting Tao, Lingyu Yang. Arc Detection and Recognition in Pantograph-Catenary System based on Multi-information Fusion. Transportation Research Record, 2020. DOI: https://doi.org/10.1177/0361198120937964 Shize Huang, Xiaowen Liu, Xiaolu Yang* , Zhaoxin Zhang, Lingyu Yang. Two Improved Methods of Generating Adversarial Examples Against Faster R-CNNs for Tram Environment Perception Systems. Complexity, 2020. DOI: https://doi.org/10.1155/2020/6814263 Shize Huang*, Lingyu Yang, Wei Chen, Fan Zhang. Turnout Fault Diagnosis Based on CNN with Self-Generated Samples. Journal of Transportation Engineering, 2020. DOI: https://doi.org/10.1061/JTEPBS.0000432 Ting Tao, Decun Dong, Shize Huang*, Wei Chen. Gap Detection of Switch Machine in Complex Environment Based on Object Detection and Image Processing. Journal of Transportation Engineering, 2020. DOI: https://doi.org/0.1061/JTEPBS.0000406 Shize Huang, Yachan Zhai*, Miaomiao Zhang, Xiaoxue Hou. Arc Detection and Recognition in Pantograph-Catenary System based on Convolutional Neural Network. Information Sciences, 2019. (中科院一区) DOI: https://doi.org/10.1016/j.ins.2019.06.006 Shize Huang, Fan Zhang, Yue Liu*, Qiyi Guo. A Dynamic Simulation of the Circuit Breaking Electromagnetic System with a Drive Circuit. Advances in Mechanical Engineering, 2019. DOI: https://doi.org/10.1177/1687814019828564 Shize Huang, Xiaolu Yang, Ling Wang*, Wei Chen, Fan Zhang, Decun Dong. Two-Stage Turnout Fault Diagnosis Based on Similarity Function and Fuzzy C-Means. Advances in Mechanical Engineering, 2018. DOI: https://doi.org/10.1177/1687814018811402 Shize Huang, Wei Chen, Rongjie Yu*, Xiaolu Yang, Decun Dong. Predicting Pedestrian Counts for Crossing Scenario Based on Fused Infrared-Visual Videos. Journal of Advanced Transportation, 2018. DOI: https://doi.org/10.1155/2018/8703576 Shize Huang*, Fan Zhang, Qiyi Guo, Decun Dong. Synchronous Control System Based on Wireless Data Transmission for 50,000-t Heavy Haul Trains. Advances in Mechanical Engineering, 2018. DOI: https://doi.org/10.1177/1687814018784827 Shize Huang*, Liangliang Yu, Fan Zhang, Wei Zhu, Qiyi Guo. Cluster Analysis Based Arc Detection in Pantograph-Catenary System. Journal of Advanced Transportation, 2018. DOI: https://doi.org/10.1155/2018/1329265 Wenjing Lu, Shize Huang, Ling Miao, Mingxian Liu, Dazhang Zhu, Liangchun Li, Hui Duan, Zijie Xu, Lihua Gan*. Synthesis of MnO2/N-Doped Ultramicroporous Carbon Nanospheres for High-Performance Supercapacitor Electrodes. CHINESE CHEMICAL LETTERS, 2017. DOI: https://doi.org/10.1016/j.cclet.2017.04.007 Shize Huang, Fan Zhang, Rongjie Yu*, Wei Chen, Fei Hu, Decun Dong. Turnout Fault Diagnosis Through Dynamic Time Warping and Signal Normalization. Journal of Advanced Transportation, 2017. DOI: https://doi.org/10.1155/2017/3192967

学术兼职

中国公路学会科学传播专家 中国公路学会第六届青年专家委员会委员 中国土木工程学会轨道交通分会青年专家委员会委员 上海市公路学会科普工作委员会副主任 上海市公路学会青年专家委员会秘书长 中国电工技术学会通用低压电器分会委员 《机车电传动》青年编委 《上海公路》编委 社会兼职 上海市虹口区科协常委(2023-2028) 中共浙江省乐清市政协委员(2016-2021) 上海市虹口区科学技术委员会副主任2022-2023(挂职) 同济大学交通科学与技术研究院副院长 同济大学交通运输工程学院教学中心副主任

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