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Tracking a moving object with real-time obstacle avoidance

Chung‐Hao Chen, Cheng Chang, David Page, Andreas Koschan, Mongi A. Abidi

发表年份
2006
引用次数
11

摘要

Purpose Aims to develop a robotic platform to autonomously track a moving object Design/methodology/approach This robotic platform, based on a modular system known as SafeBot, uses two sensors: a visual CCD camera and a laser-based range sensor. The rigidly mounted camera tracks an object in front of the platform and generates appropriate drive commands to keep the object in view, even if the object itself moves. The range sensor detects other objects as the platform moves to provide real-time obstacle avoidance while continuously tracking the original object. Findings The current approach successfully tracks an object, particularly a human subject, and avoids reasonably sized obstacles, but on-board processing limitations restrict the speed of the object to approximately 5 km/h. Originality/value The core technology – a moving object tracked by a mobile robot with real-time obstacle avoidance – is an integrated system comprising object tracking on a mobile platform and real-time obstacle avoidance with robotic control. This system is applicable to a variety of automated applications such as inventory management, industrial palette distribution, and intruder surveillance.

关键词

Computer visionArtificial intelligenceComputer scienceVideo trackingObstacle avoidanceObject (grammar)ObstacleModular designObject detectionTracking system

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