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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,工学博士,现为亚太信号与信息处理协会(APSIPA)会员,中国图象图形学学会(CSIG)会员,中国计算机协会(CCF)会员,CSIG成像探测与感知专委会委员中国航空工业石家庄飞机制造公司技术员(1997-2003),澳大利亚悉尼大学(2009年)访问学者,国家自然科学基金委员会通讯评议专家,学位论文评议专家。近年来主持国家自然科学基金、陕西省重点研发项目、高技术研究发展(863)计划子任务等项目共计10项,作为主要参加人参与国家自然科学基金、陕西省科技计划重大专项等项目16项。近年来以第一作者或者通讯作者在《Neurocomputing》、《Computers and Electronics in Agriculture》等重要国际知名期刊和高水平学术会议上公开发表SCI论文13篇,作为主要人员,获2021年度陕西农业技术推广成果奖(排名第5)。此外,担任NeurocomputingKnowledge based systemsSoft computingComputers and Electronics in Agriculture等权威期刊和会议审稿人。

 

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

  承担本科生的《信息分析与决策支持》、《人工智能与专家系统》、《人工智能导论》、《智能决策支持系统》、《大数据采集与清洗》、《面向对象程序设计C++》和《C语言程序设计》等课程。为硕士研究生讲授《智能信息检索》等课程。

 

学术成果

    科研项目

1.中央高校基本科研业务费No.2452020173,基于深度学习的奶山羊图像分割方法研究,2020-072023-06在研主持

2.陕西省重点研发计划项目,2019NY-170,基于机器视觉的喷药机器人智能视觉系统的开发与应用,2019-012020-12,在研,主持

3.陕西省重点产业链项目子课题,2018ZDCXL-NY-02-03,生猪养殖智能化关键技术研发与示范,2018-012020-12,在研,主持

4. 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,2013-012017-12,已结题主持

5. 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,2016-092018-12,已结题,主持

6.国家自然科学基金青年项目,31101075,基于机器视觉的喷药机器人杂草识别和导航方法研究,2012-012014-12,已结题,主持

7. 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,2011-092013-12,已结题,主持

8.中央高校科创专项(重点项目),No.QN2011069,基于机器视觉的智能农机导航方法研究,2011-102014-10,已结题,主持

发表论文

[1] Qingguo Su, Jinglei Tang, Mingxin Zhai, Dongjian He. An intelligent method for dairy goat tracking based on Siamese network. Computers and Electronics in Agriculture, 2022, 193:1-13. (中科院2 )

[2] Qingguo Su, Jinglei Tang, Jinhui Zhai, Yurou Sun, Dongjian He. Automatic tracking of the dairy goat in the surveillance video. 2021,187:1-10.(中科院2 )

[3] Yurou Sun, Jinglei Tang*, Weijie Lei, Dongjian He. 3D Segmentation of Pulmonary Nodules Based on Multi-View and Semi-Supervised. IEEE Access, 2020, 8:26457-26467.(中科院2 )

[4] Huan Li,Jinglei Tang*, Dairy Goat Image Generation Based on Improved-Self-Attention Generative Adversarial Networks. IEEE Access, 2020, 8: 62448-62457.(中科院2 )

[5] 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.(中科院2)

[6] 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.(中科院3 )

[7] Dong Wang,Jinglei Tang*, Weijie Zhu, Huan Li. Dairy goat detection based on Faster R-CNN from surveillance video. Computers and Electronics in Agriculture, 2018, 154:443-449.(中科院2 )

[8] Tang Jinglei*, Miao Ronghui, Zhang Zhiyong, Xin Jing, Wang Dong. Distance-based separability criterion of ROI in classification of farmland hyper-spectral images. Int J Agric & Biol Eng, 2017,10(5):177-185.(中科院3 )

[9] 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. (中科院2 )

[10] 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.(中科院2 )

[11] 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. (中科院2 )

[12] Ronghui Miao,Jinglei Tang* . Classification of Farmland Images Based on Color Features. Journal of Visual Communication and Image Representation. 2015,29:138-146. (中科院3 )

[13] Jinglei Tang, Ronghui Miao. Extraction and Analysis of Farmland Objects in Hyperspectral Images. Journal of computers, 2014,9(8):1946-1951.

[14] Jinglei Tang,Dongjian He, Nan Geng. Apple Quality Inspection Based on Apple Multi-spectral Image Fusion. Journal of Convergence Information Technology,2013,8(8):1062-1069.

[15] Jinglei Tang,Nan Geng, Zhiyong ZHang, Zhaolong Zhu.A Vision-Based Method of Wheat Row Detection for Agricultural Robot International Journal of Digital Content Technology and its Applications. 2013,7(5):129-137.

[16] Jinglei Tang, Nan Geng, Zhiyong Zhang. A Feasibility Framework Study for Conflict Resolution, Journal of communication and Information Sciences,2013:33-41.

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

[18] Jinglei Tang, Dongjian He*, David Feng. Maize seedling/weed multiclass detection in visible/near infrared image based on SVM. Journal of infrared and millimeter waves. 2011, 2(30), 1-7. (中科院4 )

[19] Jinglei Tang, Dongjian He*, David Feng. Visual Navigation System Control for Agricultural Robot Using Serial BP Neural Network.Transactions of the Chinese Society of Agricultural Engineering(农业工程学报 英文版), 2011,2(27):194-198. (EI)

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

[21] 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)

[22] 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)

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

主参编教材

    主编“十一五”国家级规划教材1部。

    发明专利

    唐晶磊,史泽华,龚力.一种基于机器视觉的除虫除草喷药机器人,201410407549.2. 2017.



 

在读学生

学术硕士:

2021级 陈灵,姜翀

2020级 张文显,翟明欣

2019级 张                  

专业硕士:

2021级 徐柳,黄小龙,韩高格,沈新博

2020级 丁亚伟,卲嘉燕,张连跃

2019级 翟巾慧,苏子恒

 

毕业学生

学术硕士:

2018级 苏庆国 (国防科技大学 攻读博士学位)

2017级 孙羽柔(网易),周旭锦(比亚迪),聂聪颖(中车集团),吕川(北京鼎路科技有限公司)

2016级 杨国欣中国工商银行股份有限公司

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:

2018 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(CSC公派意大利博洛尼亚大学攻读博士学位)

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