讲师
姓名：张鹏 性别：男 学历：博士研究生
职称：讲师 办公室：J13-322 隶属部门：人工智能系
联系方式：pengzhang_skd@sdust.edu.cn
个人简介：
张鹏, 男，博士研究生。2013年和2016年分别于山东大学获得学士学位和硕士学位，2020年8月于悉尼科技大学获得博士学位，同年11月加入山东科技大学计算机科学与工程学院人工智能系。从事计算机视觉、机器学习、深度学习、情感计算等方面研究，主要包括行人再识别、步态识别、微表情识别等。曾参与多项国家级自然科学基金项目、省自然科学基金项目，已授权中国发明专利17项，发表学术论文20余篇， 谷歌学术被引用430+次， 受邀担任IEEE TIP, IEEE TMM, IEEE TCSVT, NeurIPS 2022, ICLR2021, ICML2022，ICME2021等期刊或会议审稿人，担任ICIGP 2022领域主席。个人主页: https://pzhang0610.github.io.
详细信息:
研究方向：
(1) 视频和图像理解
行人再识别、步态识别、微表情识别、低分辨率人脸识别等
(2) 机器学习与深度学习
生成对抗网络、稀疏/字典学习，耦和度量学习
开设课程：
《机器学习理论》，2020级博士
主持项目：
1. 山东科技大学“菁英计划”, 2020.11-2025.11，在研
2. 山东省自然科学基金青年项目，2022.01-2024.12，在研
学术活动：
期刊审稿人：
- IEEE Transactions on Image Processing
- IEEE Transactions on Multimedia
- IEEE Transactions on Circuits and Systems for Video Technology
- IEEE Signal Processing Letters
- Neurocomputing
- IEEE Journal of Biomedical and Health Informatics
- Optik
- Frontiers of Information Technology Electronic Engineering
- 吉林大学学报（工学版）
会议PC/审稿人：
- NeurIPS’ 2022, ICME’ 2022, 2021, 2020，ICLR’ 2021，ICML’ 2022, 2020，VCIP’ 2020, 2019, ICMLDS’ 2019, 2018
代表论文：
[1] Peng Zhang, Qiang Wu, Xunxiang Yao, Jingsong Xu. “Beyond modality alignment: Learning part-level representation for visible-infrared person re-identification.” Image and Vision Computing, 2021. SCI
[2] Peng Zhang, Jingsong Xu, Qiang Wu, Yan Huang, Xianye Ben. “Learning Spatial-temporal Representations over Walking Tracklet for Long-term Person Re-identification in The Wild.” IEEE Transactions on Multimedia, 2020. SCI
[3] Peng Zhang, Jingsong Xu, Qiang Wu, Jian Zhang, Yan Huang. “Top-Push Constrained Modality-Adaptive Dictionary Learning for Cross-Modality Person Re-Identification.” IEEE Transactions on Circuits and Systems for Video Technology, 2020. SCI
[4] Xianye Ben, Peng Zhang, Zhihui Lai, Rui Yan, Xinliang Zhai, Weixiao Meng. “A General Tensor Representation Framework for Cross-view Gait Recognition.” Pattern Recognition, 2019. SCI
[5] Peng Zhang, Qiang Wu, Jingsong Xu. “VT-GAN: View Transformation GAN for Gait Recognition Across Views.” The International Joint Conference on Neural Network (IJCNN), 2019. CCF C
[6] Peng Zhang, Qiang Wu, Jingsong Xu. “VN-GAN: Identity-preserved Variation Normalizing GAN for Gait Recognition.” The International Joint Conference on Neural Network (IJCNN), 2019. CCF C
[7] Peng Zhang, Qiang Wu, Jingsong Xu, Jian Zhang. “Long-term person re-identification using true motion from videos.” IEEE Winter Conference on Applications of Computer Vision (WACV), 2018. EI
[8] Xianye Ben, Chen Gong, Peng Zhang, Xitong Jia, Qiang Wu, Weixiao Meng. “Coupled Patch Alignment for Matching Cross-View Gaits.” IEEE Transactions on Image Processing, 2019. SCI
[9] Xianye Ben, Chen Gong, Peng Zhang, Rui Yan, Qiang Wu, Weixiao Meng. “Coupled bilinear discriminant projection for cross-view gait recognition.” IEEE Transactions on Circuits and Systems for Video Technology, 2019. SCI
[10] Xianye Ben, Peng Zhang, Rui Yan, Mingqiang Yang, Guodong Ge. “Gait recognition and micro-expression recognition based on maximum margin projection with tensor representation.” Neural Computing and Applications, 2016. SCI
[11] Xianye Ben, Peng Zhang, Weixiao Meng, Rui Yan, Mingqiang Yang, Wenhe Liu, Hui Zhang. “On the distance metric learning between cross-domain gaits.” Neurocomputing, 2016. SCI
[12] Peng Zhang, Xianye Ben, Rui Yan, Chen Wu, Chang Guo. “Micro-expression recognition system.” Optik, 2016. SCI
[13] Peng Zhang, Xianye Ben, Wei Jiang, Rui Yan, Yiming Zhang. “Coupled marginal discriminant mappings for low-resolution face recognition.” Optik, 2015. SCI
获奖及荣誉：
1. 2017.07 山东大学优秀硕士毕业论文
2. 2016.06 山东省优秀毕业生
3. 2015.12 国家奖学金
4. 2014.12 国家奖学金
