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姓 名:唐晶磊

职 称:副教授

办公室:西北农林科技大学信息工程学院306室

电 话:029-87091337

邮 箱:tangjinglei@nwsuaf.edu.cntiana_tang@163.com

基本信息

    唐晶磊,女,1974年4月生,工学博士,西北农林科技大学信息工程学院副教授,硕士生导师。2010年毕业于西北农林科技大学机械与电子工程学院,获博士学位;2009年4月-2010年4月在澳大利亚悉尼大学做访问学者;2006年硕士研究生毕业于西南科技大学计算机科学与技术学院,获硕士学位;1997年毕业于河北科技师范学院农业机械化专业,获学士学位。国家自然科学基金评审的函评专家(含面上项目、青年科学基金),Neural Computing,Knowledge based systems,IEEE Access,Soft computing, Computers and Electronics in Agriculture等国际SCI期刊审稿人。现为APSIPA会员、CSIG会员、CSIG成像探测与感知专委会委员、中国农业工程学会会员。

 

研究方向
  计算机视觉、机器学习、模式识别和智能决策技术。

 

开设课程
  承担本科生《信息分析与决策支持》、《人工智能与专家系统》、《面向对象程序设计C++》和《C语言程序设计》等课程。

 

学术成果

  (1)承担项目

    主持及参与科研项目16项,近年来主持的项目主要有:

     ① 国家自然科学基金青年项目,No.31101075,基于机器视觉的喷药机器人杂草识别和导航方法研究,2012/01-2014/12。

 ② 高技术研究发展(863)计划子任务,No.2013AA10230402,作物生长三维形态快速获取与重构技术,2013/01-2017/12。

 ③ 陕西省重点产业链项目子课题No.2018ZDCXL-NY-02-03,生猪养殖智能化关键技术研发与示范,2018/01-2020/12

     西安市科技计划项目,No.NC1504(2),喷药机器人智能视觉系统的开发及应用,2015/01-2017/12。

     陕西省复杂系统控制与智能信息处理重点实验室开放课题,No. 2016CP01,大田作业场景中智能农机视觉环境感知及信息处理方法研究,2016/09-2017/12。

     高校科创专项(重点项目),No.QN2011069,基于机器视觉的智能农机导航方法研究,2011/10-2014/10。

     校博士科研启动基金,No.2011BSJJ095,智能农机视觉环境感知关键技术研究,2011/09-2013/12。

  (2)发表论文

    近5年发表论文30余篇,其中第一(通讯)作者发表SCI/EI论文主要有:

    [1] Jinglei Tang , Guoxin Yang , Yurou Sun , Jing Xin , Dongjian He. Salient object detection of dairy goats in farm image based on background and foreground priors. Neurocomputing,2019, 332: 270-282.(SCI)

    [2] Jinglei Tang*, Zhiguang Zhang, Dong Wang, Jing Xin. Research on weeds identification based on K-means feature learning. Soft computing,2018,22(22):7649-7658. (SCI)

    [3] Dong Wang, JingLei Tang*, Weijie Zhu, Huan Li. Dairy goat detection based on Faster R-CNN from surveillance video.Computers and Electronics in Agricultural,2018,154:443-449.(SCI)

    [4] Jinglei Tang*, Dong Wang, ZhiGuang Zhang, LiJun He, Jing Xin, Yang Xu.Weed identification based on K-means feature learning combined with convolutional neural network.Computers and Electronics in Agriculture, 2017,135:63-70. (SCI)

    [5] Jinglei Tang*, Xiaoqian Chen, Ronghui Miao, Dong Wang. Weed detection using image processing under different illumination for site-specific areas spraying, Computers and Electronics in Agriculture, 2016,122:103-111. (SCI)

    [6] Jinglei Tang*, Ronghui Miao, Zhiyong Zhang, Dongjian He, Lingyu Liu. Decision support of farmland intelligent image processing based on multi-inference trees, Computers and Electronics in Agricultural, 2015, 117:49-56. (SCI)

    [7] Jinglei Tang, Dongjian He*, David Feng. Maize seedling/weed multiclass detection in visible/near infrared image based on SVM [J]. Journal of infrared and millimeter waves. 2011, 2(30), 1-7. (SCI)

    [8] Ronghui Miao, Jinglei Tang* . Classification of Farmland Images Based on Color Features[J]. Journal of Visual Communication and Image Representation. 2015,29:138-146. (SCI)

    [9] Jinglei Tang, Dongjian He*, David Feng. Visual Navigation System Control for Agricultural Robot Using Serial BP Neural Network[J].Transactions of the Chinese Society of Agricultural Engineering, 2011,2(27):194-198. (EI)

    [10] Jinglei Tang, Zhiyi Zhang, Jing Xin, Weijie Lei. Research on Background Reconstruction based on the judging of model. Inst.of Elec. Inst.of Elec.Eng. Computer Society. WCSE 2009, (3):513-516. (EI)

    [11] Tang, Jinglei; Dongjian He. Research on Background Reconstruction based on prediction and filtering. Inst.of Elec. Inst.of Elec.Eng. Computer Society. CSSE 2009, (1):969-972. (EI)

    [12] Jinglei Tang,Dongjian He. Blind-Road location and Recognition in natural scene. Comput Sci. Inf.Eng.,CSIE 2009, (5):283-287. (EI)

    [13] Jinglei Tang,Dongjian He*,Xiao He.Crop/weed classification in visible/near infrared Image.APSIPA ASC,2010,Vol.4.821-826. (EI)

    [14] Erhong Wang, Jinglei Tang*, Yimin He. Intelligent Group Decision Support Systems based on Multi-Agent System. NISS, ICMIA and NASNIT,2012 :129-32. (EI) 

  (3)主参编教材及专利

    主编“十一五”国家级规划教材1部,获批专利3项。

 

在读学生
学术硕士:2018级 苏庆国
                  2017级 孙羽柔,周旭锦
                  2016级 杨国欣
专业硕士:2018级 李怡,崔金明,武瑞婷,谢陈,郑文,于意
                  2017级 赵歆,赵怡堃,石磊,李欢

 

毕业学生
学术硕士:2015级 王栋(西北工业大学 攻读博士学位)
                  2014级 宋祺鹏(京东集团),陈晓倩(北京三快在线科技)
                  2013级 苗荣慧(山西农业大学 教师)
专业硕士:2016级 朱伟杰,闫志强,巩祎明,韩佳臻
                  2015级 陈彬,轩永仓,由文浩
                  2014级 郭显霞,何俐珺(协助指导)
                  2013级 樊迪

 

Name:Jinglei Tang

Professional Title:Phd,Associate Professor

Office:College of Information Engineering 306

Tel:+86 29 87091337

Email:tangjinglei@nwsuaf.edu.cn;tiana_tang@163.com

 

Personal Information

        Dr. Jinglei Tang received her PhD from Northwest A&F University (NWSUAF), Shaanxi,China, in 2010. She is currently associate professor at College of Information Engineering (CIE), Northwest A&F University (NWSUAF). Her research interests include decision support, information management, computer vision, pattern recognition, machine learning, image analysis, etc. She is reviewer for Natural Science Foundation of China (NSFC) proposals, and reviewer for a lot of journals such as Computers and Electronics in Agriculture, etc. She also is TPC member for a lot of International conferences. Dr. Tang have published more than 20 papers in recently five years, including 6 papers in the international journal of Science Citation Index(SCI).

 

Research Directions

Computer Vision,Pattern Recognition,Image Processing,Decision Support,Machine Learning

 

Curriculum

Decision support system and development, Artificial intelligence and expert system, and C programming

 

Academic Achievement
  1. Jinglei Tang*, Xiaoqian Chen, Ronghui Miao, Dong Wang. Weed detection using image processing under different illumination for site-specific areas spraying, Computers and Electronics in Agriculture, 2016,122:103-111. (SCI)
  2. Jinglei Tang*, Ronghui Miao, Zhiyong Zhang, Dongjian He, Lingyu Liu. Decision support of farmland intelligent image processing based on multi-inference trees, Computers and Electronics in Agricultural, 2015, 117:49-56. (SCI)
  3. Jinglei Tang, Dongjian He*, David Feng. Maize seedling/weed multiclass detection in visible/near infrared image based on SVM [J]. Journal of infrared and millimeter waves. 2011, 2(30), 1-7. (SCI)
  4. Ronghui Miao, Jinglei Tang* . Classification of Farmland Images Based on Color Features[J]. Journal of Visual Communication and Image Representation. 2015,29:138-146. (SCI)
  5. Jinglei Tang, Dongjian He*, David Feng. Visual Navigation System Control for Agricultural Robot Using Serial BP Neural Network[J].Transactions of the Chinese Society of Agricultural Engineering, 2011,2(27):194-198. (EI)
  6. Jinglei Tang, Zhiyi Zhang, Jing Xin, Weijie Lei. Research on Background Reconstruction based on the judging of model. Inst.of Elec. Inst.of Elec.Eng. Computer Society. WCSE 2009, (3):513-516. (EI)
  7. Tang, Jinglei; Dongjian He. Research on Background Reconstruction based on prediction and filtering. Inst.of Elec. Inst.of Elec.Eng. Computer Society. CSSE 2009, (1):969-972. (EI)
  8. Jinglei TangDongjian He. Blind-Road location and Recognition in natural scene. Comput Sci. Inf.Eng.,CSIE 2009, (5):283-287. (EI)
  9. Jinglei Tang, Dongjian He*, Xiao He. Crop/weed classification in visible/near infrared Image. APSIPA ASC, 2010, Vol.4. 821-826. (EI)
  10. Erhong Wang, Jinglei Tang*, Yimin He Intelligent Group Decision Support Systems based on Multi-Agent System. NISS, ICMIA and NASNIT,2012 :129-32. (EI)

 

Current Undergraduate

Academic Master:

                2016: Yang Guoxin

                2015: Wang Dong

Professional Master:

                2016: Gong Yiming,Zhu Weijie,Yan Zhiqiang,Han Jiazhen

 

Graduated Student

Academic Master:

                2014: Chen Xiaoqian,Song Qipeng

                2013: Miao Ronghui

Professional Master:

                2015: Chen Bin,Xuan Yongcang,You Wenhao

                2014:Guo Xianxia,He Lijun(assist in guiding)

                2013:Fan Di