北京航空航天大学导师教师信息介绍简介-王田

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个人简历

计算机视觉，模式识别，图像处理，机器学习，类脑计算和数据挖掘等理论与实验研究。研究降质图像的恢复，图像的去噪去模糊，视频图像中运动信息的表征理论，医学图像分割与识别，工业生产线零部件检测等。利用机器学习，类脑计算中的相关方法，对这些数据进行挖掘，用于智能都市视频监控安全系统中的人群或者个人的行为分析，以及运动目标的识别与跟踪，遥感图像目标检测等。并探索此类技术与搭载高速处理类脑芯片的监控平台或机器人等硬件设备相结合的实际应用前景。
发表论文40余篇，获得软件著作权3项，专利受理9项。培养本科毕业生中1人获得优秀毕业论文，1人获得优秀毕业生。培养硕士研究生中1人获得北航研究生十佳，1人获得国家奖学金。

教育经历

工作经历

[1] 2014.7-至今
北京航空航天大学 |自动化科学与电气工程学院 |系主任助理

联系方式

[1]wangtian@buaa.edu.cn：

研究领域

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人工智能
计算机视觉
模式识别

开授课程

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[1]计算智能
[2]课程设计和综合实验
[3]模式识别与智能系统技术

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科研项目

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[1] 面向分布式遥感数据系统的视频图像信息处理与识别技术
[2] 面向复杂情报的大数据分析方法与决策支持
[3] 面向卫星组网赛博空间系统的图像信息处理与识别技术
[4] 复杂环境中多源图像目标的高性能复合式检测识别与定位技术
[5] 面向复杂公众场景安全监控的异常行为快速检测与识别

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论文

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[1] Tian Wang,Meina Qiao,Zhiwei Lin,Ce Li,Hichem Snoussi,Zhe Liu,Chang Choi.Generative Neural Networks for Anomaly Detection in Crowded Scenes.IEEE Transactions on Information Forensics and Security.2019,5 (14):1390-1399
[2] Tian Wang,Hichem Snoussi.Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram.IEEE Transactions on Information Forensics and Security.2014,9 (6):988-998
[3] Yi Zhou,Tian Wang,Ronghua Hu,Hang Su,Yi Liu,Xiaoming Liu,Jidong Suo,Hichem Snoussi.Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-band Marine Radar Data.IEEE Transactions on Signal Processing
[4] Tian Wang,Yang Chen,Meina Qiao,Hichem Snoussi..A Fast and Robust Convolutional Neural Network based Defect Detection Model in Product Quality Control (ESI高被引论文).International Journal of Advanced Manufacturing Technology.2017,5 (8):1-7
[5] Tian Wang,Zichen Miao,Yuxin Chen,Yi Zhou,Guangcun Shan,Hichem Snoussi.AED-Net: An Abnormal Event Detection Network. Engineering (Q1).Engineering
[6] Tian Wang,Yuting Yao,Yang Chen,Mengyi Zhang,Fei Tao,Hichem Snoussi.Auto-sorting System towards Smart Factory based on Deep Learning for Image Segmentation (Q1).IEEE Sensors Journal.2018,18 (20):8493-8501
[7] Tian Wang,Meina Qiao,Mengyi Zhang,Yi Yang,Hichem Snoussi.Data-driven prognostic method based on self-supervised learning approaches for fault detection (Q1).Journal of Intelligent Manufacturing.2018 :1-10
[8] Tian Wang,Yang Chen,Mengyi Zhang,Jie Chen,Hichem Snoussi.Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets (Q1).IEEE Access.2017,5 (1):17627-17633
[9] Mengyi Zhang,Alban Goupil,Anas Hanaf,Tian Wang.Distributed Harmonic Form Computation.IEEE Signal Processing Letters.2018,25 (8):1241-1245
[10] Tian Wang,Meina Qiao,Aichun Zhu,Guangcun Shan,Hichem Snoussi.Abnormal Event Detection via the Analysis of Multi-frame Optical Flow Information.Frontiers of Computer Science.2018 :1-11
[11] Tian Wang,Meina Qiao,Jie Chen,Chuanyun Wang,Wenjia Zhang,Hichem Snoussi.Abnormal global and local event detection in compressive sensing domain.AIP Advances.2018,8 (5):1-10
[12] Aichun Zhu,Tian Wang,Hichem Snoussi.Hierarchical graphical-based human pose estimation via local multi-resolution convolutional neural network.AIP Advances.2018 :1-13
[13] Tian Wang,Ruoxi Qin,Yang Chen,Hichem Snoussi,Chang Choi.A Reinforcement Learning Approach for UAV Target Searching and Tracking.Multimedia Tools and Applications.2018 :1-21
[14] Tian Wang,Meina Qiao,Aichun Zhu,Yida Niu,Ce Li,Hichem Snoussi.Abnormal Event Detection via Covariance Matrix for Optical Flow Based Feature.Multimedia Tools and Applications.2017,77 :17375-17395
[15] Limei Xiao,Ce Li,Zongze Wu,Tian Wang.An enhancement method for X-ray image via fuzzy noise removal and homomorphic filtering.Neurocomputing.2016 :56-64
[16] Tian Wang,Jie Chen,Paul Honeine,Hichem Snouss.Abnormal event detection via multikernel learning for distributed camera networks.International Journal of Distributed Sensor Networks.2015,11
[17] Ang Li,Zhenjiang Miao,Yigang Cen,Tian Wang,Viacheslav Voronin.Histogram of Maximal Optical Flow Projection for Abnormal Events Detection in Crowded Scene.International Journal of Distributed Sensor Networks.2015
[18] Aichun Zhu,Hichem Snoussi,Tian Wang,Abel Cherouat.Human Pose Estimation with Multiple Mixture Parts Model Based on Upper Body Categories.Journal of Electronic Imaging.2015
[19] Tian Wang,Hichem Snoussi.Detection of Abnormal Events via Optical Flow Feature Analysis.Sensors.2015
[20] Tian Wang,Jie Chen,Yi Zhou,Hichem Snoussi.Online least squares one-class support vector machines based abnormal visual event detection.Sensors.2013 (12)

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荣誉及奖励

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[1]北京航空航天大学青年拔尖人才
[2]北京航空航天大学教学成果一等奖
[3]北京市教学成果二等奖
[4]北京航空航天大学教学成果一等奖
[5]北京航空航天大学教学成果三等奖

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