Junpeng Zhang

Associate professor

Gender:Male

Date of Birth:1990-08-20

Alma Mater:新南威尔士大学

Education Level:With Certificate of Graduation for Doctorate Study

Degree:Doctoral Degree in Philosophy

Status:On duty

School/Department:人工智能学院

Date of Employment:2021-03-17

Business Address:西安电子科技大学 北校区 主楼II-418

E-Mail:


Education Background

2009.9 -- 2013.7

中国矿业大学 地理信息科学 Undergraduate (Bachelor’s degree) Bachelor's Degree in Science

2013.9 -- 2016.6

China University of Mining and Technology Surveying Engineering With Certificate of Graduation for Study as Master's Candidates Master's degree

2017.3 -- 2021.3

University of New South Wales Electrical Engineering With Certificate of Graduation for Doctorate Study Doctoral Degree

Social Affiliations

2020.1 -- Now

A reviewer of IEEE TIP and T-ITS.

2019.7 -- Now

A reviewer of IEEE GRSM.

2017.5 -- Now

A reviewer of IEEE TGRS.

2020.1 -- 2020.12

IEEE Geoscience & Remote Sensing Society UNSW Canberra Student Chapter, Chair.

2019.1 -- 2019.12

IEEE Geoscience & Remote Sensing Society UNSW Canberra Student Chapter, Secretary.

Research Focus

Multiple Object Tracking in Satellite Videos

Object Detection in Satellite Videos

Moving Object Detection

Matrix Decomposition

Visual Tracking

Other Contact Information:

  • PostalAddress :

  • email :

  • Work Experience

    2021.5 -- Now

    西安电子科技大学人工智能学院

    Profile:

    张骏鹏,男,于2013年和2016年在中国矿业大学获得理学学士学位和工学硕士学位,2017年进入新南威尔士大学攻读博士学位,于2021年3月获得电气工程哲学博士学位。现为西安电子科技大学人工智能学院菁英副教授、硕士生导师,主要从事深度学习、弱监督学习和遥感视频目标自动解译相关领域的研究。针对遥感数据解译、计算机视觉与人工智能交叉学科的新热点研究方向----遥感视频目标检测与多目标跟踪,系统研究了非监督低秩矩阵分解、半监督学习、深度学习和二层最小流模型与理论,并应用于具有大量密集小目标的遥感视频目标检测与跟踪等关键技术中心。

    主要研究成果已在该领域国际权威期刊和会议发表论文10余篇,其中包括以第一作者在IEEE-TPAMIIEEE-TGRS发表的学术论文多篇。文章总影响因子:36.221,单篇最高影响因子:16.389。于2018年荣获“Winner of DICTA 2018 - DSTG Best Contribution to Science Award”,于2019年合作获得“IEEE Geoscience and Remote Sensing Society Grand Student Challenge”。共同创建IEEE Geoscience & Remote Sensing Society UNSW Canberra Student Chapter,于2019年至2020年担任秘书,2020年至2021年担任主席。担任IEEE TGRS、IEEE GRSM、 IEEE GRSL、IEEE T-ITSIEEETIP等多个业内权威期刊审稿人。


    本人招收硕士研究生,欢迎有兴趣同学邮件联系(junpengzhang@xidian.edu.cn)。

    本人长期招生本科实习生,欢迎有兴趣同学邮件联系(junpengzhang@xidian.edu.cn)。


    近期期刊论文

    [1]Junpeng Zhang, Xiuping Jia, Jiankun Hu and Kun Tan (2021). Moving Vehicle Detection for Remote Sensing Video Surveillance with Nonstationary Satellite Platform.IEEE Transactions on Pattern Analysis & Machine Intelligence01 (2021): 1-1

    [2]Junpeng Zhang, Xiuping Jia, Jiankun Hu and Jocelyn Chanussot (2020). Online Structured Sparsity-Based Moving-Object Detection From Satellite Video.IEEE Transactions on Geoscience and Remote Sensing58, 6420-6433.

    [3]Junpeng Zhang, Xiuping Jia, and Jiankun Hu (2019). Local Region Proposing for Frame-Based Vehicle Detection in Satellite Videos.Remote Sensing11(20), 2372.

    [4]Junpeng Zhang, Xiuping Jia, and Jiankun Hu (2019). Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos.IEEE Transactions on Geoscience and Remote Sensing58, 2659-2669.

    [5] Kun Tan,Junpeng Zhang, Qian Du, and Xuesong Wang (2015). "GPU parallel implementation of support vector machines for hyperspectral image classification."IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing8, no. 10: 4647-4656.


    会议论文

    [1]Junpeng Zhang, and Xiuping Jia (2021). Learning via Watching: A Weakly Supervised Moving Object Detector for Satellite Videos.2021 IEEE International Geoscience and Remote Sensing Symposium(IGARSS 2021).

    [2]Junpeng Zhang,Xiuping Jia, and Jiankun Hu (2020).Low-rank Matrix Decomposition with Superpixel-based Structured Sparse Regularization for Moving Object Detection in Satellite Videos.ISPRS Annals of Photogrammetry, Remote Sensing Spatial Information Sciences 5(2).

    [3]Junpeng Zhang, Xiuping Jia, and Jiankun Hu (2019). Improved Low Rank plus Structured Sparsity and Unstructured Sparsity Decomposition for Moving Object Detection in Satellite Videos.2019 IEEE International Geoscience and Remote Sensing Symposium(IGARSS 2019).

    [4]Junpeng Zhang, Xiuping Jia, Jiankun Hu and Kun Tan (2018). Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization.2018 Digital Image Computing: Techniques and Applications(DICTA 2018).

    [5]Junpeng Zhang, Xiuping Jia, and Jiankun Hu (2018). An Effective Zoom-In Approach for Detecting DIM and Small Target Proposals in Satellite Imagery.2018 IEEE International Geoscience and Remote Sensing Symposium(IGARSS 2018).

    [6]Junpeng Zhang, Xiuping Jia, and Jiankun Hu(2017). Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video.2017 Digital Image Computing: Techniques and Applications(DICTA 2017).


    其他出版与发表

    [1] Guo, Yiqing,Junpeng Zhang, Adnan Farooq Awan, Xiaolin Chen, and Xiuping Jia (2020). "Activities of the IEEE GRSS University of New South Wales Canberra Student Chapter [Chapters]."IEEE Geoscience and Remote Sensing Magazine8, no. 3: 102-103.


    会议论文获奖

    [1] “DSTG Best Contribution to Science Award (Winner of DICTA 2018)”, 2018 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Canberra





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