Autonomous Mobile Robot That Can Read

<p/> <p>The ability to read would surely contribute to increased autonomy of mobile robots operating in the real world. The process seems fairly simple: the robot must be capable of acquiring an image of a message to read, extract the characters, and recognize them as symbols, characters...

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Main Authors: L&#233;tourneau Dominic, Michaud Fran&#231;ois, Valin Jean-Marc
Format: Article
Language:English
Published: SpringerOpen 2004-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:http://dx.doi.org/10.1155/S1110865704408142
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spelling doaj-36152ba98bdb4461a48e83719204b6892020-11-24T21:14:25ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802004-01-01200417595142Autonomous Mobile Robot That Can ReadL&#233;tourneau DominicMichaud Fran&#231;oisValin Jean-Marc<p/> <p>The ability to read would surely contribute to increased autonomy of mobile robots operating in the real world. The process seems fairly simple: the robot must be capable of acquiring an image of a message to read, extract the characters, and recognize them as symbols, characters, and words. Using an optical <it>Character Recognition</it> algorithm on a mobile robot however brings additional challenges: the robot has to control its position in the world and its pan-tilt-zoom camera to find textual messages to read, potentially having to compensate for its viewpoint of the message, and use the limited onboard processing capabilities to decode the message. The robot also has to deal with variations in lighting conditions. In this paper, we present our approach demonstrating that it is feasible for an autonomous mobile robot to read messages of specific colors and font in real-world conditions. We outline the constraints under which the approach works and present results obtained using a Pioneer 2 robot equipped with a Pentium 233 MHz and a Sony EVI-D30 pan-tilt-zoom camera.</p>http://dx.doi.org/10.1155/S1110865704408142character recognitionautonomous mobile robot
collection DOAJ
language English
format Article
sources DOAJ
author L&#233;tourneau Dominic
Michaud Fran&#231;ois
Valin Jean-Marc
spellingShingle L&#233;tourneau Dominic
Michaud Fran&#231;ois
Valin Jean-Marc
Autonomous Mobile Robot That Can Read
EURASIP Journal on Advances in Signal Processing
character recognition
autonomous mobile robot
author_facet L&#233;tourneau Dominic
Michaud Fran&#231;ois
Valin Jean-Marc
author_sort L&#233;tourneau Dominic
title Autonomous Mobile Robot That Can Read
title_short Autonomous Mobile Robot That Can Read
title_full Autonomous Mobile Robot That Can Read
title_fullStr Autonomous Mobile Robot That Can Read
title_full_unstemmed Autonomous Mobile Robot That Can Read
title_sort autonomous mobile robot that can read
publisher SpringerOpen
series EURASIP Journal on Advances in Signal Processing
issn 1687-6172
1687-6180
publishDate 2004-01-01
description <p/> <p>The ability to read would surely contribute to increased autonomy of mobile robots operating in the real world. The process seems fairly simple: the robot must be capable of acquiring an image of a message to read, extract the characters, and recognize them as symbols, characters, and words. Using an optical <it>Character Recognition</it> algorithm on a mobile robot however brings additional challenges: the robot has to control its position in the world and its pan-tilt-zoom camera to find textual messages to read, potentially having to compensate for its viewpoint of the message, and use the limited onboard processing capabilities to decode the message. The robot also has to deal with variations in lighting conditions. In this paper, we present our approach demonstrating that it is feasible for an autonomous mobile robot to read messages of specific colors and font in real-world conditions. We outline the constraints under which the approach works and present results obtained using a Pioneer 2 robot equipped with a Pentium 233 MHz and a Sony EVI-D30 pan-tilt-zoom camera.</p>
topic character recognition
autonomous mobile robot
url http://dx.doi.org/10.1155/S1110865704408142
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AT michaudfran231ois autonomousmobilerobotthatcanread
AT valinjeanmarc autonomousmobilerobotthatcanread
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