张艳婷(讲师)


张艳婷

计算机应用技术系 硕士生导师 讲师

个人简介

     2015年、2020年分别于北京邮电大学获得工学学士、工学博士学位,2017年于日本东北大学校际交流,2018-2019年于华盛顿大学(西雅图)国家公派联合培养。自20209月起,在东华大学计算机科学与技术学院担任讲师,从事人工智能、计算机视觉等方面的教学与科研工作,在国内外期刊和会议发表论文20余篇,研究涉及自动驾驶、人体姿态分析等。2021年获上海市“扬帆计划”人才项目。

主要研究方向:

人工智能,计算机视觉

欢迎对该领域感兴趣的同学加入团队攻读硕士,联系方式见文末

讲授课程:

计算机视觉,深度学习

主要论文研究成果:

[1] Yanting Zhang, Shuanghong Wang, Qingxiang Wang, Qiubo Huang, Cairong Yan. On-road Pedestrian Tracking across Multiple Moving Cameras, IEEE International Conference on Multimedia and Expo (ICME), Taipei, China, 2022.7.18-2022.7.22. (CCF B)

[2] Cairong Yan, Kang Yan, Yanting Zhang, Yongquan Wan, Dandan Zhu. Attribute-guided Fashion Image Retrieval by Iterative Similarity Learning, IEEE International Conference on Multimedia and Expo (ICME), Taipei, China, 2022.7.18-2022.7.22. (CCF B)

[3] Yanting Zhang, Zijian Wang, Ruoning Song, Cairong Yan, and Yonggang Qi, Detection-by-Tracking of Traffic Signs in Videos, Applied Intelligence, 2021.10.23. (SCI二区,IF: 5.086)

[4] Yanting Zhang, and Qingxiang Wang, Pedestrian Tracking through Coordinated Mining of Multiple Moving Cameras, IEEE/CVF International Conference on Computer Vision - International Workshop on Distributed Smart Cameras (ICCV-DSC), Montreal, Canada, 2021.10.11-2021.10.17. (CCF A)

[5] Yanting Zhang, Aotian Zheng, Ke Han, Jie Yang, and Jenq-Neng Hwang, Vehicle 3D Localization in Road Scenes via A Monocular Moving Camera, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Canada, 2021.06.06-2021.06.11. (CCF B)

[6] Zijian Wang, Yanting Zhang, Haibo Shi, Lei Cao, Cairong Yan, Guangwei Xu, Recurrent Spiking Neural Network with Dynamic Presynaptic Currents Based on Backpropagation, International Journal of Intelligent Systems, 2021. (SCI一区,IF: 8.709)

[7] Cairong Yan, Xiaoke Li, Yizhou Chen, and Yanting Zhang, JointCTR: A Joint CTR Prediction Framework Combining Feature Interaction and Sequential Behavior Learning, Applied Intelligence, 2021,1-14. (SCI二区,IF: 5.086)

[8] Yanting Zhang, Jingru Shi, Qingxiang Wang, Zijian Wang, and Cairong Yan, An Exploration of Moving Robot Localization Assisted with a Static Monocular Camera, IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC), Beijing, China, 2021.11.17-2021.11.19.

[9] Siyu Zhang, Hui Cao, Yuqi Liu, Shen Cai, Yanting Zhang, Yuanzhan Li, and Xiaoyu Chi, SN-Graph: A Minimalist 3D Object Representation for Classification, IEEE International Conference on Multimedia and Expo (ICME), Shenzhen, China, 2021.07.05-2021.07.09. (CCF B)

[10] Cairong Yan, Yiwei Wang, Yanting Zhang, Zijian Wang and Pengwei Wang, Modeling Long- and Short-Term User Behaviors for Sequential Recommendation with Deep Neural Networks, International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 2021.07.18-2021.07.22. (CCF C)

[11] Yanting Zhang, Yonggang Qi, Jie Yang, and Jenq-Neng Hwang, Improved Traffic Sign Detection in Videos through Reasoning Effective RoI Proposals, IEEE International Conference on Multimedia and Expo (ICME), London, UK, 2020.07.06-2020.07.10. (CCF B)

[12] Yanting Zhang, Haotian Zhang, Gaoang Wang, Jie Yang, and Jenq-Neng Hwang, Bundle Adjustment for Monocular Visual Odometry based on Detections of Traffic Signs, IEEE Transactions on Vehicular Technology, 2019, 69(1): 151-162. (SCI二区,IF: 5.978)

[13] Yanting Zhang, Haotian Zhang, Jie Yang, and Jenq-Neng Hwang, Bundle Adjustment for Monocular Visual Odometry based on Detected Traffic Sign Features, IEEE International Conference on Image Processing (ICIP), Taipei, China, 2019.09.22-2019.09.25. (CCF C)

[14] Yanting Zhang, Ziheng Wang, Yonggang Qi, Jun Liu, and Jie Yang; CTSD: A Dataset for Traffic Sign Recognition in Complex Real-World Images, IEEE Visual Communication and Image Processing Conference (VCIP), Taichung, China, 2018.12.09-2018.12.12.

[15] Yuanyuan Qiao, Zhongwei Si, Yanting Zhang, Fehmi Ben Abdesslem, Xinyu Zhang, and Jie Yang, A hybrid Markov-based model for human mobility prediction, Neurocomputing, 2018, 278: 99-109. (SCI二区,IF: 5.719)

[16] Jiyang Xie, Zeyu Song, Yupeng Li, Yanting Zhang, Hong Yu, Jinnan Zhan, Zhanyu Ma, Yuanyuan Qiao, Jianhua Zhang, and Jun Guo, A survey on machine learning-based mobile big data analysis: Challenges and applications, Wireless Communications and Mobile Computing, 2018. (SCI三区,IF: 2.336)

近期主持的科研项目:

1. 上海市科技创新行动计划——扬帆计划(2021.5-2024.4),主持

2. 中央高校专项资金自由探索项目(2021.1-2023.12),主持

3. 东华大学青年教师启动项目(2022.1-2022.12),主持

4. 工科女生发展计划——人工智能创新探索(2021.11-2022.5),主持

5. 国家自然科学基金青年项目(2017.1-2019.12),参与

奖项:

上海市“扬帆计划”人才项目(2021

IEEE ICME 3MT Runner-up Prize2020

北京邮电大学优秀毕业生(2020

主要社会任职:

中国图象图形学学会三维视觉专业委员会,委员

中国人工智能学会自然计算与数字智能城市专业委员会,会员

国际交流与合作:

2018.09-2019.09 美国华盛顿大学(西雅图)国家公派联合培养

2017.06-2017.08 日本东北大学 短期校际交流

联系方式:

电子邮箱:ytzhang@dhu.edu.cn

地址:上海市松江区人民北路2999号东华大学1号学院楼249

邮政编码:201620