Vision-based monitoring of pedestrian crossings

被引:4
作者
Fascioli, Alessandra [1 ]
Fedriga, Rean Isabella [1 ]
Ghidoni, Stefano [1 ]
机构
[1] Univ Parma, Dip Ingn Informaz, VisLab, I-43100 Parma, Italy
来源
14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS | 2007年
关键词
D O I
10.1109/ICIAP.2007.4362838
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
This paper presents a vision-based intelligent pedestrian crossing able to derive information on the occupancy status of its zebra crossing. ne detection of pedestrians can help enhancing safety for road users who need longer to cross the road. At the same time, it produces savings in traffic delay. A stereo vision approach is adopted: the difference between two bird's eye views of the crossing is analyzed to extract objects rising up from the road plane. Background subtraction is applied to get rid of noise due to small drifts in the calibration and lens distortion. The discrimination between pedestrians and vehicles is performed taking into account their direction of movement.
引用
收藏
页码:566 / +
页数:2
相关论文
共 8 条
[1]  
Bertozzi M, 2005, 2005 IEEE INTELLIGENT VEHICLES SYMPOSIUM PROCEEDINGS, P24
[2]   Real-time detection of crossing pedestrians for traffic-adaptive signal control [J].
Bhuvaneshwar, V ;
Mirchandani, PB .
ITSC 2004: 7TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, PROCEEDINGS, 2004, :309-313
[3]  
BROGGI A, 2007, P 5 INT C COMP VIS S
[4]  
CONDE C, 2004, P 3 INT C AUT AG MUL
[5]  
MCLEOD FN, 2004, P 12 IEE INT C ROAD, P268
[6]   Detecting moving shadows: Algorithms and evaluation [J].
Prati, A ;
Mikic, I ;
Trivedi, MM ;
Cucchiara, R .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (07) :918-923
[7]  
Vannoorenberghe P., 1996, 1996 IEEE International Conference on Systems, Man and Cybernetics. Information Intelligence and Systems (Cat. No.96CH35929), P2259, DOI 10.1109/ICSMC.1996.565511
[8]  
Veeraraghavan H, 2002, IEEE 5TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, PROCEEDINGS, P7, DOI 10.1109/ITSC.2002.1041180