A Multi-Camera Tracker for Monitoring Pedestrians in Enclosed Environments

被引：0
|
作者：
Wu, Xusheng [1 ]
Winter, Stephan [2 ]
Khoshelham, Kourosh [2 ]
机构：
[1] Univ Melbourne, Comp & Informat Syst, Parkville, Vic 3010, Australia
[2] Univ Melbourne, Infrastruct Engn, Parkville, Vic 3010, Australia
来源：
2020 IEEE 32ND INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI) | 2020年
关键词：
Computer vision; Multi-camera tracking; Shopping; Market; Customer behaviour;
D O I：
10.1109/ICTAI50040.2020.00134
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Multi-camera pedestrians tracking is a challenging computer vision task. We propose a multi-camera tracker for monitoring pedestrians in an enclosed shopping environment. We assess the performance of the multi-camera tracker in a case study, tracking customers in a food and speciality market hall. Our multi-camera tracker tracks customers' walking between the stalls in the market. The information is useful for market management, visitor safety, and other potential application areas.
引用
下载
收藏
页码：852 / 858
页数：7
相关论文
共 50 条
  • [1] Multi-camera Extrinsic Auto-calibration Using Pedestrians in Occluded Environments
    Guan, Junzhi
    Geng, Hujun
    Gao, Feng
    Li, Chenyang
    Zhang, Zeyong
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2021, PT II, 2021, 13020 : 204 - 215
  • [2] MSMCT: Multi-State Multi-Camera Tracker
    Bozorgtabar, Behzad
    Goecke, Roland
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 28 (12) : 3361 - 3376
  • [3] Multi-camera vision for smart environments
    Wu, Chen
    JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2011, 3 (01) : 65 - 66
  • [4] A multi-camera 6-DOF pose tracker
    Tariq, S
    Dellaert, F
    ISMAR 2004: THIRD IEEE AND ACM INTERNATIONAL SYMPOSIUM ON MIXED AND AUGMENTED REALITY, 2004, : 296 - 297
  • [5] A Multi-Camera Multi-Target Tracker based on Factor Graphs
    Castaldo, Francesco
    Palmieri, Francesco A. N.
    2014 IEEE INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA 2014), 2014, : 131 - 137
  • [6] Multi-camera human activity monitoring
    Fiore, Loren
    Fehr, Duc
    Bodor, Robot
    Drenner, Andrew
    Somasundaram, Guruprasad
    Papanikolopoulos, Nikolaos
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2008, 52 (01) : 5 - 43
  • [7] Multi-Camera Human Activity Monitoring
    Loren Fiore
    Duc Fehr
    Robot Bodor
    Andrew Drenner
    Guruprasad Somasundaram
    Nikolaos Papanikolopoulos
    Journal of Intelligent and Robotic Systems, 2008, 52 : 5 - 43
  • [8] Graph-Based Multi-Camera Soccer Player Tracker
    Komorowski, Jacek
    Kurzejamski, Grzegorz
    2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2022,
  • [9] Real-Time Multiple Pedestrians Tracking in Multi-camera System
    Chen, Muchun
    Chen, Yugang
    Truong Tan Loc
    Ni, Bingbing
    MULTIMEDIA MODELING (MMM 2020), PT I, 2020, 11961 : 468 - 479
  • [10] Multi-modal face tracking in multi-camera environments
    Kang, HB
    Cho, SH
    COMPUTER ANALYSIS OF IMAGES AND PATTERNS, PROCEEDINGS, 2005, 3691 : 814 - 821
12345