Trajectory analysis for parking lot vacancy detection system

被引:10
|
作者
Masmoudi, Imen [1 ,2 ]
Wali, Ali [1 ]
Jamoussi, Anis [2 ]
Alimi, Mohamed Adel [1 ]
机构
[1] Univ SfAx, Natl Engn Sch Sfax, Dept Engn Comp Syst, REGIM Lab Res Grp Intelligent Machines, BP 1173, Sfax 3038, Tunisia
[2] Powers Mind Enterprise Video Surveillance Solut D, Dept Image Proc, Sfax, Tunisia
关键词
traffic engineering computing; computer vision; road vehicles; parking lot vacancy detection system; vacant parking lot; vision-based system; real-time parking space management; outdoor parking; weather conditions; luminance variation; perspective distortion; interspace occlusion; decisional module; vacant parking space localisation; vehicle events;
D O I
10.1049/iet-its.2014.0271
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Taking a vacant parking lot in crowded metropolitan areas is a major problem especially with the huge number of vehicles. In this study, the authors provide a vision-based system for real-time management of parking spaces in the case of outdoor parking. Different real-world challenges may face these systems such as weather conditions, luminance variation, perspective distortion and inter-spaces occlusion. In this study, they propose a decisional module based on a tracking approach that determines in real time the state of the parking lots and localises the vacant parking spaces according to several extracted attributes. This decision is based on local characteristics of the parking spaces as well as the performed vehicles' events.
引用
收藏
页码:461 / 468
页数:8
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