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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2004-01-01
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Series: | EURASIP Journal on Advances in Signal Processing |
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Online Access: | http://dx.doi.org/10.1155/S1110865704408142 |
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doaj-36152ba98bdb4461a48e83719204b6892020-11-24T21:14:25ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802004-01-01200417595142Autonomous Mobile Robot That Can ReadLétourneau DominicMichaud FrançoisValin 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 |
Létourneau Dominic Michaud François Valin Jean-Marc |
spellingShingle |
Létourneau Dominic Michaud François Valin Jean-Marc Autonomous Mobile Robot That Can Read EURASIP Journal on Advances in Signal Processing character recognition autonomous mobile robot |
author_facet |
Létourneau Dominic Michaud François Valin Jean-Marc |
author_sort |
Létourneau 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 |
work_keys_str_mv |
AT l233tourneaudominic autonomousmobilerobotthatcanread AT michaudfran231ois autonomousmobilerobotthatcanread AT valinjeanmarc autonomousmobilerobotthatcanread |
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1716747348628996096 |