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Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network
For specific purpose, vision-based surveillance robot that can be run autonomously and able to acquire images from its dynamic environment is very important, for example, in rescuing disaster victims in Indonesia. In this paper, we propose architecture for intelligent surveillance robot that is able...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Hindawi Publishing Corporation
2015
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4458294/ https://www.ncbi.nlm.nih.gov/pubmed/26089863 http://dx.doi.org/10.1155/2015/745823 |
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author | Budiharto, Widodo |
author_facet | Budiharto, Widodo |
author_sort | Budiharto, Widodo |
collection | PubMed |
description | For specific purpose, vision-based surveillance robot that can be run autonomously and able to acquire images from its dynamic environment is very important, for example, in rescuing disaster victims in Indonesia. In this paper, we propose architecture for intelligent surveillance robot that is able to avoid obstacles using 3 ultrasonic distance sensors based on backpropagation neural network and a camera for face recognition. 2.4 GHz transmitter for transmitting video is used by the operator/user to direct the robot to the desired area. Results show the effectiveness of our method and we evaluate the performance of the system. |
format | Online Article Text |
id | pubmed-4458294 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-44582942015-06-18 Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network Budiharto, Widodo Comput Intell Neurosci Research Article For specific purpose, vision-based surveillance robot that can be run autonomously and able to acquire images from its dynamic environment is very important, for example, in rescuing disaster victims in Indonesia. In this paper, we propose architecture for intelligent surveillance robot that is able to avoid obstacles using 3 ultrasonic distance sensors based on backpropagation neural network and a camera for face recognition. 2.4 GHz transmitter for transmitting video is used by the operator/user to direct the robot to the desired area. Results show the effectiveness of our method and we evaluate the performance of the system. Hindawi Publishing Corporation 2015 2015-05-24 /pmc/articles/PMC4458294/ /pubmed/26089863 http://dx.doi.org/10.1155/2015/745823 Text en Copyright © 2015 Widodo Budiharto. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Budiharto, Widodo Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network |
title | Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network |
title_full | Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network |
title_fullStr | Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network |
title_full_unstemmed | Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network |
title_short | Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network |
title_sort | intelligent surveillance robot with obstacle avoidance capabilities using neural network |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4458294/ https://www.ncbi.nlm.nih.gov/pubmed/26089863 http://dx.doi.org/10.1155/2015/745823 |
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