高密度复杂场景中群体异常行为检测方法研究

61701029
2017
F0117.多媒体信息处理
范哲意
青年科学基金项目
副研究员
北京理工大学
21万元
深度神经网络;特征编码;异常行为检测;主题模型;群体运动分析
2018-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Object Recognition Algorithm Based on an Improved Convolutional Neural Network 期刊论文 Zheyi Fan;Yu Song;Wei Li
2 Adaptive Crowd Segmentation Based on Coherent Motion Detection 期刊论文 Zheyi Fan;Jiao Jiang;Shuqin Weng;Zhonghang He;Zhiwen Liu
3 Particle Filter Object Tracking Algorithm Based on Sparse Representation and Nonlinear Resampling 期刊论文 Zheyi Fan;Shuqin Weng;Jiao Jiang;Yixuan Zhu;Zhiwen Liu
4 Pseudo Label Based on Multiple Clustering for Unsupervised Cross-Domain Person Re-Identification 期刊论文 Shuni Chen;Zheyi Fan;Jianyuan Yin
5 Camera viewpoint learning for person reidentification 期刊论文 Jianyuan Yin;Zheyi Fan;Yu Song;Mengjie Cui
6 Abnormal Crowd Behavior Detection Based on the Entropy 期刊论文 Zheyi Fan;Wei Li;Zhonghang He;Zhiwen Liu
7 Real-time and accurate abnornal behavior detection in videos 期刊论文 Zheyi Fan;Jianyuan Yin;Yu Song;Zhiwen Liu
8 Video Anomaly Detection Using Cycle-consistent Adversarial Networks 会议论文 Zheyi Fan;Mengjie Cui;Di Wu;Yu Song;Zhiwen Liu
9 Structure preserving clustering-object tracking via subgroup motion pattern segmentation 期刊论文 Fan Zheyi;Zhu Yixuan;Jiang Jiao;Weng Shuqin;Liu Zhiwen
10 In-depth exploration of attribute information for person re-identification 期刊论文 Yin Jianyuan;Fan Zheyi;Chen Shuni;Wang Yilin
11 一种基于时空自编码器网络和时空CNN的行为异常检测方法(申请) 专利 范哲意;吴迪;殷健源;刘志文
12 Generating High Quality Crowd Density Map Based on Perceptual Loss 期刊论文 Zhe Yi Fan;Yi Xuan Zhu;Yu Song;Zhi Wen LIU
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