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

页码：852 / 858

页数：7

共 50 条

[21] Comparative study between Color Texture and Shape descriptors for multi-camera pedestrians identification
Derbel, Ahmed
Ben Jemaa, Yousra
Canals, Raphael
Emile, Bruno
Treuillet, Sylvie
Ben Hamadou, Abdelmajid
2012 3RD INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS, 2012, : 313 - 318
[22] Interaction control protocols for distributed multi-user multi-camera environments
Daniel, GW
Chen, M
7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL I, PROCEEDINGS: INFORMATION SYSTEMS, TECHNOLOGIES AND APPLICATIONS, 2003, : 448 - 453
[23] Multi-Camera Saliency
Luo, Yan
Jiang, Ming
Wong, Yongkang
Zhao, Qi
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 37 (10) : 2057 - 2070
[24] A Multi-Camera Framework for Visual Servoing of a Collaborative Robot in Industrial Environments
Di Stefano, Erika
Ruffaldi, Emanuele
Avizzano, Carlo Alberto
2017 22ND IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2017,
[25] Multiple people visual tracking in a multi-camera system for cluttered environments
Cheng, Yu-Shan
Huang, Cheng-Ming
Fu, Li-Chen
2006 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-12, 2006, : 675 - +
[26] Towards calibration of outdoor multi-camera visual monitoring system
Fedorov, Igor
Lawal, Najeem
Thornberg, Benny
Alqaysi, Hiba
O'Nils, Mattias
PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS (ICDSC'18), 2018,
[27] Motorized Multi-camera Slider for Precise Monitoring of Physical Rehabilitation
Panduro, Ramon
Oliver, Miguel
Morales, Rafael
Gonzalez, Pascual
Fernandez-Caballero, Antonio
UBIQUITOUS COMPUTING AND AMBIENT INTELLIGENCE, UCAMI 2016, PT II, 2016, 10070 : 21 - 27
[28] Multi-Camera Tracking and Mapping for Unmanned Aerial Vehicles in Unstructured Environments
Harmat, Adam
Trentini, Michael
Sharf, Inna
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2015, 78 (02) : 291 - 317
[29] Multi-Camera Tracking and Mapping for Unmanned Aerial Vehicles in Unstructured Environments
Adam Harmat
Michael Trentini
Inna Sharf
Journal of Intelligent & Robotic Systems, 2015, 78 : 291 - 317
[30] Lightweight Indoor Multi-Object Tracking in Overlapping FOV Multi-Camera Environments
Jang, Jungik
Seon, Minjae
Choi, Jaehyuk
SENSORS, 2022, 22 (14)

← 1 2 3 4 5 →