pictur

Yunpeng Wu 吴云鹏

PhD

I received the PhD degree from Zhengzhou University in 2017.I am currently a lecturer in the School of Information Engineering at Zhengzhou University.

Machine Learning, Pattern Recognition, Crowd Simulation, Crowd Behavior Analysis.

视频中复杂交互集体行为识别及语义分析研究(62002330)，青年基金项目，24万，2020-2023年，主持

Yunpeng Wu, Yangdong Ye, Chenyang Zhao, Zenglin Shi: Collective density clustering for coherent motion detection. IEEE Transactions on Multimedia (IEEE TMM). 20(6):1418-1431 (2018) [PDF]
Xin Zeng, Yunpeng Wu, Shizhe Hu, Ruobin Wang, Yangdong Ye: DSPNet: Deep Scale Purifier Network for Dense Crowd Counting. Expert Systems With Applications. 2020, Accepted. [PDF]
Zenglin Shi, Yangdong Ye, Yunpeng Wu: Rank-based Pooling for Deep Convolutional Neural Networks. Neural Networks. 83: 21-31 (2016) [PDF]
Mingliang Xu, Yunpeng Wu, Yangdong Ye, Illes Farkas, Hao Jiang, Zhigang Deng: Collective Crowd Formation Transform with Mutual Information-Based Runtime Feedback. Comput. Graph. Forum 34(1): 60-73 (2015) [PDF]
Mingliang Xu, Yunpeng Wu, Pei Lv, Hao Jiang, Mingxuan Luo, Yangdong Ye: miSFM: On combination of Mutual Information and Social Force Model towards simulating crowd evacuation. Neurocomputing 168: 529-537 (2015) [PDF]

Yunpeng Wu, Yangdong Ye, Chenyang Zhao: Coherent Motion Detection with Collective Density Clustering. ACM Multimedia (ACM MM). 2015: 361-370. [PDF]
Mingliang Xu, Yunpeng Wu, Yangdong Ye: Smooth and efficient crowd transformation. ACM Multimedia (ACM MM). 2012: 1189-1192. [PDF]