A robust real-time object detection and tracking system

2008 ◽  
Author(s):  
Zhanfeng Yue ◽  
Pramod Lakshmi Narasimha ◽  
Pankaj Topiwala
Keyword(s):  
Object Detection ◽  
Real Time ◽  
Tracking System ◽  
Object Detection And Tracking ◽  
Detection And Tracking

Real-time object detection and tracking in omni-directional surveillance using GPU

2015 ◽  
Author(s):  
Florian Depraz ◽  
Vladan Popovic ◽  
Beat Ott ◽  
Peter Wellig ◽  
Yusuf Leblebici
Keyword(s):  
Object Detection ◽  
Real Time ◽  
Object Detection And Tracking ◽  
Detection And Tracking

Automated Object Detection and Tracking for Intelligent Visual Surveillance Based on Sensor Network

2011 ◽  
pp. 1263-1284
Author(s):  
Ruth Aguilar-Ponce ◽  
Ashok Kumar ◽  
J. Luis Tecpanecatl-Xihuitl ◽  
Magdy Bayoumi ◽  
Mark Radle
Keyword(s):  
Wireless Sensor Network ◽  
Object Detection ◽  
Sensor Network ◽  
Tracking System ◽  
Visual Surveillance ◽  
Wireless Sensor ◽  
Surveillance Systems ◽  
Object Detection And Tracking ◽  
Detection And Tracking ◽  
Automated Object Detection

The aim of this research was to apply an agent approach to wireless sensor network in order to construct a distributed, automated scene surveillance. Wireless sensor network using visual nodes is used as a framework for developing a scene understanding system to perform smart surveillance. Current methods of visual surveillance depend on highly train personnel to detect suspicious activity. However, the attention of most individuals degrades after 20 minutes of evaluating monitor-screens. Therefore current surveillance systems are prompt to failure. An automated object detection and tracking was developed in order to build a reliable visual surveillance system. Object detection is performed by means of a background subtraction technique known as Wronskian change detection. After discovery, a multi-agent tracking system tracks and follows the movement of each detected object. The proposed system provides a tool to improve the reliability and decrease the cost related to the personnel dedicated to inspect the monitor-screens

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