Blind user indoor environment mapping system for self-localization

This paper described blind user indoor environment mapping system for self-localization via webcam camera. The method used is based on robot navigation systems which capture and build panorama map of the floor. The map is then incrementally update its position as it moves throughout an environment....

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Main Authors: Samsudin, S.S., Mokhtar, Norrima, Arof, Hamzah, Ibrahim, F., Iwahashi, M.
Format: Conference or Workshop Item
Published: 2011
Subjects:
Online Access:http://eprints.um.edu.my/6130/
http://www.scopus.com/inward/record.url?eid=2-s2.0-80053160507&partnerID=40&md5=36da41a52746eec04630a07f0159d494
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Institution: Universiti Malaya
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spelling my.um.eprints.61302018-10-11T03:34:35Z http://eprints.um.edu.my/6130/ Blind user indoor environment mapping system for self-localization Samsudin, S.S. Mokhtar, Norrima Arof, Hamzah Ibrahim, F. Iwahashi, M. TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering This paper described blind user indoor environment mapping system for self-localization via webcam camera. The method used is based on robot navigation systems which capture and build panorama map of the floor. The map is then incrementally update its position as it moves throughout an environment. Image registration techniques are applied to measure translation distance and rotation angle between consecutive frames. We used Phase only correlation (POC) method to matched image differs only by a translation. For rotated image, RI-POC and Radon Transform is used to recovered rotation. The accuracy of these two methods for rotated image is compared for best result. 2011 Conference or Workshop Item PeerReviewed Samsudin, S.S. and Mokhtar, Norrima and Arof, Hamzah and Ibrahim, F. and Iwahashi, M. (2011) Blind user indoor environment mapping system for self-localization. In: 2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011, 2011, Xi'an. http://www.scopus.com/inward/record.url?eid=2-s2.0-80053160507&partnerID=40&md5=36da41a52746eec04630a07f0159d494
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
Samsudin, S.S.
Mokhtar, Norrima
Arof, Hamzah
Ibrahim, F.
Iwahashi, M.
Blind user indoor environment mapping system for self-localization
description This paper described blind user indoor environment mapping system for self-localization via webcam camera. The method used is based on robot navigation systems which capture and build panorama map of the floor. The map is then incrementally update its position as it moves throughout an environment. Image registration techniques are applied to measure translation distance and rotation angle between consecutive frames. We used Phase only correlation (POC) method to matched image differs only by a translation. For rotated image, RI-POC and Radon Transform is used to recovered rotation. The accuracy of these two methods for rotated image is compared for best result.
format Conference or Workshop Item
author Samsudin, S.S.
Mokhtar, Norrima
Arof, Hamzah
Ibrahim, F.
Iwahashi, M.
author_facet Samsudin, S.S.
Mokhtar, Norrima
Arof, Hamzah
Ibrahim, F.
Iwahashi, M.
author_sort Samsudin, S.S.
title Blind user indoor environment mapping system for self-localization
title_short Blind user indoor environment mapping system for self-localization
title_full Blind user indoor environment mapping system for self-localization
title_fullStr Blind user indoor environment mapping system for self-localization
title_full_unstemmed Blind user indoor environment mapping system for self-localization
title_sort blind user indoor environment mapping system for self-localization
publishDate 2011
url http://eprints.um.edu.my/6130/
http://www.scopus.com/inward/record.url?eid=2-s2.0-80053160507&partnerID=40&md5=36da41a52746eec04630a07f0159d494
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