Social group detection based on multi-level consistent behaviour characteristics

Groups are the basic elements which depict the complex social dynamics in crowded scenarios. Most researchers tend to partition people based on trajectories and lack sufficient utilization of group...

[1]  Ben J. A. Kröse,et al.  Detecting F-formations as dominant sets , 2011, ICMI '11.

[2]  Osama Masoud,et al.  Computer vision algorithms for intersection monitoring , 2003, IEEE Trans. Intell. Transp. Syst..

[3]  Xiaogang Wang,et al.  Measuring Crowd Collectiveness , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Bivas Mitra,et al.  GroupSense: A Lightweight Framework for Group Identification , 2019, IEEE Transactions on Mobile Computing.

[5]  Chenyang Zhao,et al.  Coherent Motion Detection with Collective Density Clustering , 2015, ACM Multimedia.

[6]  Vittorio Murino,et al.  Social interactions by visual focus of attention in a three‐dimensional environment , 2013, Expert Syst. J. Knowl. Eng..

[7]  Qi Wang,et al.  Online Anomaly Detection in Crowd Scenes via Structure Analysis , 2015, IEEE Transactions on Cybernetics.

[8]  Dani Lischinski,et al.  Crowds by Example , 2007, Comput. Graph. Forum.

[9]  Xiaogang Wang,et al.  Coherent Filtering: Detecting Coherent Motions from Crowd Clutters , 2012, ECCV.

[10]  Jian Zhang,et al.  A cellular automation model accounting for bicycle’s group behavior , 2018 .

[11]  Feiping Nie,et al.  Detecting Coherent Groups in Crowd Scenes by Multiview Clustering , 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[12]  E. Hall,et al.  The Hidden Dimension , 1970 .

[13]  Feiping Nie,et al.  Clustering and projected clustering with adaptive neighbors , 2014, KDD.

[14]  Jianxin Wu,et al.  A Diffusion and Clustering-Based Approach for Finding Coherent Motions and Understanding Crowd Scenes. , 2016, IEEE transactions on image processing : a publication of the IEEE Signal Processing Society.

[15]  Bing Luo,et al.  Small Group Detection in Crowds using Interaction Information , 2017, IEICE Trans. Inf. Syst..

[16]  Robert E. Tarjan,et al.  Depth-First Search and Linear Graph Algorithms , 1972, SIAM J. Comput..

[17]  Francesco Setti,et al.  F-Formation Detection: Individuating Free-Standing Conversational Groups in Images , 2015, PloS one.