西安电子科技大学网络与信息安全学院导师教师师资介绍简介-彭春蕾

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基本信息

彭春蕾，副教授，硕士生导师
硕士学科：
网络空间安全（083900）
电子信息（085400）
（计算机视觉/机器学习/内容安全方向）
工作单位：网络与信息安全学院

联系方式
电子邮箱：clpeng@xidian.edu.cn
办公地点：南校区行政辅楼229

个人简介
彭春蕾，副教授，硕士生导师，山东临沂人，于2017年12月从西安电子科技大学获得信息与通信工程（智能信息处理）专业博士学位（导师：高新波教授）。2016年至2017年前往美国杜克大学联合培养。在IEEE TPAMI、中国科学：信息科学、IEEE TIFS、TIP、TNNLS、TCSVT、IJCAI、ECCV等国内外刊物发表论文20余篇。主持国家自然科学基金青年项目、中国博士后基金特别资助、陕西省自然科学基础研究计划面上项目等，获陕西省优秀博士学位论文、中国图象图形学学会自然科学二等奖（3/5）、中国图象图形学学会优秀博士学位论文奖、ACM西安优博奖、西安电子科技大学校优秀博士学位论文等。担任VALSE执行领域主席委员会委员（http://valser.org/）、中国人工智能学会CAAI人工智能与安全专委会委员、中国图象图形学学会CSIG多媒体专委会委员等。
English version is available at:https://web.xidian.edu.cn/clpeng/en/index.html.

研究方向：机器学习、计算机视觉、智能安全、信息内容安全交叉研究。
主要聚焦基于图像和视频等可视数据的身份识别过程中所存在的挑战性问题，例如可视数据被伪造、身份辨识有困难和识别结果不可靠等，开展可视身份伪造与检测、不可控场景下身份辨识、可信身份安全识别方法等研究。
课题组研究方向：
判断“身份真假”：人脸伪造与检测、人脸活体检测等
辨识“身份是谁”：跨域合成与识别、目标检测与跟踪等
确保“身份安全”：对抗攻击与防御、人脸匿名化与隐私保护等

招生信息：欢迎2022届推免、优研同学提前邮件联系！
每年预计在西安本部、西电广州研究院、西电杭州研究院共招收4~6名同学。
长期招收优秀本科生参与项目实习！
详情见网络与信息安全学院“春蕾计划”：https://ce.xidian.edu.cn/info/1432/6910.htm
实习内容包括（学术）算法研究或（工程）系统部署等，需具备Python或Web前后端编程基础。
研究生/本科实习生联系：需在数学/编程/英语方面有特长（提供证明的材料或当面展示）。

科学研究
目前承担科研项目：
国家自然科学基金青年项目，主持，2019-2021；
中国博士后科学基金特别资助，主持，2019-2020；
中国博士后科学基金面上资助，主持，2018-2020；
陕西省自然科学基础研究计划面上项目，主持，2019-2020
国家重点研发计划专项预研课题，参与，2019-2021；
国家自然科学基金重点项目，参与，2021-2025；
陕西省重点研发计划重点产业创新链项目，参与，2020-2022；
广西自然科学基金重点项目（粤桂联合基金），参与，2020-2024；

学术论文
最新论文发表情况参见Google Scholar。
代表性论文
Chunlei Peng,et al. Graphical Representation for Heterogeneous Face Recognition.IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI),2017. (中科院一区，Top，CCF A)[Project]
彭春蕾等. 可视身份深度伪造与检测. 中国科学：信息科学，2020. (中国计算机学会、中国通信学会推荐A类中文期刊)[Project]
Chunlei Peng, et al. Soft Semantic Representation for Cross-Domain Face Recognition. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2020.(中科院一区，Top，CCF A)
Chunlei Peng, et al. Universal Face Photo-Sketch Style Transfer via Multiview Domain Translation, IEEE Transactions on Image Processing (IEEE TIP), 2020. （中科院一区，Top，CCF A）
Chunlei Peng,et al. Face Sketch Synthesis in the Wild via Deep Patch Representation based Probabilistic Graphical Model. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2019.(中科院一区，Top，CCF A)
Chunlei Peng, et al. Re-ranking High-dimensional Deep Local Representation for NIR-VIS Face Recognition. IEEE Transactions on Image Processing (IEEE TIP), 2019.(中科院一区，Top，CCF A)
Chunlei Peng, et al. Multiple Representations based Face Sketch-Photo Synthesis.IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2016. (中科院一区，Top)[Project]
Chunlei Peng,et al. Superpixel-based Face Sketch-Photo Synthesis. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT),2017. (中科院二区)[Project]
Chunlei Peng, et al. DLFace: Deep Local Descriptor for Cross Modal Face Recognition. Pattern Recognition, 2019.(中科院二区)
Chunlei Peng, et al. Face Recognition from Multiple Stylistic Sketches: Scenarios, Datasets, and Evaluation. Pattern Recognition, 2018. (中科院二区)

其他
彭春蕾等. 基于可视数据的可信身份识别和认证方法. 电信科学, 2020.（中国通信学会推荐A类中文期刊）
Chunlei Peng, Wenbo Zhang, et al.Temporal Consistency based Deep Face Forgery Detection Network. International Conference on Machine Learning for Cyber Security (ML4CS), 2020. (指导本科毕设工作)
Arjun Desai#, Chunlei Peng#,et al. Open-source, machine and deep learning based automated algorithm for gestational age estimation through smartphone lens imaging. Biomedical Optics Express (BOE), 2018. (# co-first authors) (中科院二区) [SourceCode]
Chunlei Peng, et al. Face Recognition from Multiple Stylistic Sketches: Scenarios, Datasets, and Evaluation. European Conference on Computer Vision (ECCV) workshop on Visual Analysis of Sketches, 2016. (EI，Oral Presentation)[Project]

荣誉获奖
获奖情况
2020年，陕西省优秀博士学位论文
2020年，中国图象图形学学会自然科学二等奖（3/5）
2020年，西安电子科技大学校优秀博士学位论文
2020年，西安电子科技大学第二届课堂教学创新大赛校级三等奖
2018年，中国图象图形学学会优秀博士论文奖，指导教师：高新波
2018年，ACM西安优博奖，指导教师：高新波
2016年，网络安全奖学金（中国互联网发展基金会）
2015年，博士研究生国家奖学金（教育部）

科研团队
与高新波老师、胡瑞敏老师、王楠楠老师保持学术合作和研究生联合指导等。
硕士研究生（#广州、*杭州）：
2021级：苗紫民，万爽，王博^#，管群^#，孔子墨^#，党展^*；
2020级：赵思源，王昱凯^#，张丛钰^#；
本科实习生：
18级：马浩天，陈文韬，何维杰，孙俊杰；

课程教学
目前承担教学情况：
本科生必修课，秋季，数字电路与逻辑设计
本科生必修课，春季，信号与系统
本科生必修课，春季，信息与内容安全
研究生选修课，信息内容安全
承担校级教改项目：
研究生《信息内容安全》课程建设
曾经承担的教学情况：
2018年秋季：数字电路与逻辑设计，助教
2018年春季：信号与系统，助教
2018年春季：数字图像处理实验（双语），助教（中法合作办学）

招生要求
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
关于研究生招生（请与我提前邮件联系 clpeng@xidian.edu.cn）
在数学/编程/英语方面有特长（能够提供证明的材料或者当面展示）。
欢迎学习态度认真、主动性强的同学积极联系。
在研究生入学前掌握如下基础能力：Python+机器学习基础（包括Deep Learning基础，例如CNN、GAN相关知识）。
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
关于本科生实习（请与我提前邮件联系 clpeng@xidian.edu.cn）
欢迎优秀本科生联系参与课题组项目实习，由于课题组资源有限，联系实习时请提供能够反映个人学习能力的材料（编程基础、数学能力、英语能力）。

Profile

Chunlei Peng (彭春蕾)
Associate Professor
Video & Image Processing System Lab
School of Cyber Engineering
Xidian University

Contact Information
Address:266 Xinglong Section of Xifeng Road, Xi’an, Shaanxi 710126, China
Email: clpeng@xidian.edu.cn

Introduction
Biography
I am an associate professor in School of Cyber Engineering at Xidian University.I received my degree of Doctor of Philosophy (December 2017) in Intelligence Information Processing, Xidian Unversity, supervised by Prof. Xinbo Gao. From Sep. 2016 to Sep. 2017, I was a visiting graduate student at Duke University in the Biomedical Engineering Department, supervised by Prof. Sina Farsiu (IEEE Fellow). Earlier,I received my Bachelor Degree (July 2012) in Electronic Information Engineering,Xidian University.
My researchinterests include machine learning, computer vision, and deeplearningwith applications to face forgery generation and detection, heterogeneous face synthesis and recognition, and dependable visual identity recognition. I have published more than 20 papers on top journals and conferences such as IEEE TPAMI, TNNLS, TIP, TIFS, TCSVT, etc.
Chinese version of the homepage is available at:http://web.xidian.edu.cn/clpeng.

Awards
Best Doctorial Dissertation Award from Shaanxi Provincein 2020
Best Doctorial Dissertation Award from CSIGin 2018
ACM Doctorial Dissertation Award,Xi\'an in 2018
Doctorial Dissertation Award of Xidian University in 2018
Special Scholarship from China Internet Development Foundation in 2016

Projects
Our work is supported in part by
the National Natural Science Foundation of China under Grant **
the National Key Research and Development Program of China
the Key Research and Development Program of Shaanxi under Grant 2020ZDLGY08-08
the Natural Science Basic Research Plan in Shaanxi Province of China under Grant 2019JM-289
the China Post-Doctoral Science Foundation under Grant 2018M631124 and 2019T120880
the China 111 Project under Grant B16037

Services
Member of IEEE, CIE, CCF, CSIG, CSIG-MM.
Reviewers for
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)
IEEE Transactions on Image Processing (IEEE TIP)
IEEE Transactions on Cybernetics (IEEE TC)
IEEE Transactions on Information Forensics and Security (IEEE TIFS)
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)
IEEE Access
Pattern Recognition (PR)
Information Science (INS)
Neurocomputing (NEUCOM)
Signal Processing (SP)
Image and Vision Computing (IVC)
Pattern Recognition Letters (PRL)
International Joint Conference on Artifical Intelligence (IJCAI)
Association for the Advancement of Artificial Intelligence (AAAI)
International Conference on Tools and Artificial Intelligence (ICTAI)
...

Recruitment Information
Every year, I receive 4~6 master students. If you are interesting, please feel free to contact me via e-mail.

Links
[My Google Scholar] | [Xinbo Gao] | [Nannan Wang]

Publication & Project
Journal Papers:
Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Deep visual identity forgery and detection. SCIENTIA SINICA Informationis, 2020. (in Chinese)[Project]
Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Soft Semantic Representation for Cross-Domain Face Recognition. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2020.
Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Universal Face Photo-Sketch Style Transfer via Multiview Domain Translation, IEEE Transactions on Image Processing (IEEE TIP), 2020.
Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Dependable identity recognition and authorization based on visual information. Telecommunication Science, 2020. (in Chinese)
Decheng Liu, Xinbo Gao, Nannan Wang, Jie Li, Chunlei Peng. Coupled Attribute Learning for Heterogeneous Face Recognition. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020.
Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Face Sketch Synthesis in the Wild via Deep Patch Representation based Probabilistic Graphical Model. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2019.
Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Re-ranking High-dimensional Deep Local Representation for NIR-VIS Face Recognition. IEEE Transactions on Image Processing (IEEE TIP), 2019.
Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. DLFace: Deep Local Descriptor for Cross Modal Face Recognition. Pattern Recognition, 2019.
Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition. Signal Processing, 2019.
Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Face Recognition from Multiple Stylistic Sketches: Scenarios, Datasets, and Evaluation. Pattern Recognition, 2018.
Arjun Desai#, Chunlei Peng#, Leyuan Fang, Dibyendu Mukherjee, Andrew Yeung, Stephanie J. Jaffe, Jennifer B. Griffin, and Sina Farsiu. Open-source, machine and deep learning based automated algorithm for gestational age estimation through smartphone lens imaging. Biomedical Optics Express (BOE), 2018. (# co-first authors)[Project]
Decheng Liu, Jie Li, Nannan Wang, Chunlei Peng, and Xinbo Gao. Composite Components-based Face Sketch Recognition. Neurocomputing, 2018.
Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Graphical Representation for Heterogeneous Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2017. [Project]
Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Superpixel-based Face Sketch-Photo Synthesis. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2017. [Project]
Jie Li, Xinye Yu, Chunlei Peng, and Nannan Wang. Adaptive Representation-based Face Sketch Synthesis. Neurocomputing, 2017.
Nannan Wang, Shengchuan Zhang, Chunlei Peng, Jie Li, and Xinbo Gao. Face Sketch Recognition via Data-driven Synthesis. Handbook of Biometrics for Forensic Science, Springer, Chapter 6, 2017.
Chunlei Peng, Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li, and Jie Li. Multiple Representations based Face Sketch-Photo Synthesis. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2016. [Project]

Conference Papers:
Chunlei Peng, Wenbo Zhang, Decheng Liu, Nannan Wang, Xinbo Gao. Temporal Consistency based Deep Face Forgery Detection Network. International Conference on Machine Learning for Cyber Security (ML4CS), 2020.
Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, and Xinbo Gao. Deep Attribute Guided Representation for Heterogeneous Face Recognition. International Joint Conference on Artificial Intelligence (IJCAI), 2018.
Chunlei Peng, Nannan Wang, Xinbo Gao, and Jie Li. Face Recognition from Multiple Stylistic Sketches: Scenarios, Datasets, and Evaluation. European Conference on Computer Vision (ECCV) workshop on Visual Analysis of Sketches, 2016.[Project]
Decheng Liu, Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Composite Face Sketch Recognition based on Components. International Conference on Wireless Communications and Signal Processing (WCSP), 2016.
Chunlei Peng, Jie Li, Nannan Wang, and Xinbo Gao. Multi-view Representation based Face Sketch Synthesis. ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), 2014.

Teaching
Teaching:
Graduate CourseInformation Content Security
Undergraduate CourseSignal and System
Digital Circuits and Logic Design

Contact
E-mail: clpeng@xidian.edu.cn;clp.xidian@gmail.com
Address:266 Xinglong Section of Xifeng Road, Xi’an, Shaanxi 710126, China
Skype ID:live:clp.xidian