Distributed Vision System for Robot Localisation in Indoor Environment
نویسندگان
چکیده
Traditional image-based localisation methods do not work when the robot is moving in an environment whose appearance is changing in time. We propose an extension to the classical image-based localisation that uses a Distributed Vision System (DVS) and can work also in highly dynamic environments. The DVS is composed of omnidirectional cameras installed in the environment and can communicate with the robot. The localisation of the robot is achieved by comparing the current image grabbed by the robot with the images grabbed at the same time by the DVS. Finding the DVS’s image most similar to the robot’s image gives a topological localisation of the robot. In this paper, we analyze requirements and effectiveness of this approach and we present some preliminary experimental results obtained with the Distributed Vision System.
منابع مشابه
UAV Localisation & Control Through Computer Vision
A real time monocular vision based localisation system developed for use on a four rotor indoor unmanned aerial vehicle (UAV) is presented. The system makes use of augmented/mixed reality techniques, a video camera and a priori knowledge of features (markers), but not their location. Kalman filtering is used to filter the observed vision data and provide an optimal estimate of the state of the ...
متن کاملDottorato Di Ricerca in Ingegneria Informatica Ed Elettronica Industriali - Xv Ciclo Omnidirectional Vision for Mobile Robots
This dissertation describes the work done by the author in the period of his Ph.D. in the field of omnidirectional vision. After a general presentation on omnidirectional vision, the dissertation focuses on omnidirectional vision for mobile robotics. Each chapter of the dissertation covers a different topic in omnidirectional vision for mobile robotics. The three main chapters describe the evol...
متن کاملBehavior Based Robot Localisation Using Stereo Vision
Accurate robot detection and localisation is fundamental in applications which involve robot navigation. Typical methods for robot detection require a model of a robot. However in most applications the availability of such model can not be warranted. This paper discusses a different approach. A method is presented to localise the robot in a complex and dynamic scene based only on the informatio...
متن کاملNavigating the Corridors of Power : Using RFID and Compass Sensors for Robot Localisation and Navigation
Localisation and navigation are still two of the most important issues in mobile robotics. In certain indoor application scenarios Radio frequency identification (RFID) based absoloute localisation has been found to be especially successful in supporting navigation. In this paper we examine the feasibility of an RFID and compass based approach to robot localisation and navigation for indoor env...
متن کاملIndoor Real-Time Localisation for Multiple Autonomous Vehicles Fusing Vision, Odometry and IMU Data
Due to the increasing usage of service and industrial autonomous vehicles, a precise localisation is an essential component required in many applications, e.g. indoor robot navigation. In open outdoor environments, differential GPS systems can provide precise positioning information. However, there are many applications in which GPS cannot be used, such as indoor environments. In this work, we ...
متن کامل