Estimating Speeds of Pedestrians in Real-World Using Computer Vision

被引:0
作者
Khan, Sultan Daud [1 ]
Porta, Fabio [1 ]
Vizzari, Giuseppe [1 ]
Bandini, Stefania [1 ]
机构
[1] Univ Milano Bicocca, Complex Syst Artificial Intelligence Res Ctr, Milan, Italy
来源
CELLULAR AUTOMATA: 11TH INTERNATIONAL CONFERENCE ON CELLULAR AUTOMATA FOR RESEARCH AND INDUSTRY | 2014年 / 8751卷
关键词
Computer vision; Pedestrian behaviour analysis;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper proposes a novel approach to a computer vision based automatic system for the estimation of pedestrian velocity in real world traffic systems in which a fixed camera is available. The paper will introduce the adopted framework, which includes a preprocessing phase, an identification and tracking phase, and a speed estimation final phase. Speed estimation, implying a conversion from image to real world coordinates, can be carried out with two different techniques that will be discussed in details and evaluated with reference to achieved results.
引用
收藏
页码:526 / 535
页数:10
相关论文
共 16 条
[1]  
[Anonymous], 1991, CMUCS91132
[2]  
[Anonymous], 2013, ROAD SAFETY MANUAL D
[3]   Collecting pedestrian trajectories [J].
Boltes, Maik ;
Seyfried, Armin .
NEUROCOMPUTING, 2013, 100 :127-133
[4]  
Conde C., 2004, P AAMAS 2004 WORKSH, P8
[5]  
Dernellis A., 1994, Traffic engineering and control, V35, P14
[6]   Vision-based monitoring of pedestrian crossings [J].
Fascioli, Alessandra ;
Fedriga, Rean Isabella ;
Ghidoni, Stefano .
14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS, 2007, :566-+
[7]  
Kalal Zdenek, 2010, Proceedings of the 2010 20th International Conference on Pattern Recognition (ICPR 2010), P2756, DOI 10.1109/ICPR.2010.675
[8]  
Li W, 2010, INT C WAVEL ANAL PAT, P130, DOI 10.1109/ICWAPR.2010.5576421
[9]   Realization of the Contrast Limited Adaptive Histogram Equalization (CLAHE) for real-time image enhancement [J].
Reza, AM .
JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2004, 38 (01) :35-44
[10]  
Safety for Seniors Working Group (WA), 1988, SAF SEN FIN REP PED