Marker Registration Technique for Handwritten Text Marker in Augmented Reality Applications

© Published under licence by IOP Publishing Ltd. Marker registration is a fundamental process to estimate camera poses in marker-based Augmented Reality (AR) systems. We developed AR system that creates correspondence virtual objects on handwritten text markers. This paper presents a new method for...

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Main Authors: N. Thanaborvornwiwat, K. Patanukhom
Format: Conference Proceeding
Published: 2018
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Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85047830555&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/59141
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-591412018-09-05T04:39:17Z Marker Registration Technique for Handwritten Text Marker in Augmented Reality Applications N. Thanaborvornwiwat K. Patanukhom Physics and Astronomy © Published under licence by IOP Publishing Ltd. Marker registration is a fundamental process to estimate camera poses in marker-based Augmented Reality (AR) systems. We developed AR system that creates correspondence virtual objects on handwritten text markers. This paper presents a new method for registration that is robust for low-content text markers, variation of camera poses, and variation of handwritten styles. The proposed method uses Maximally Stable Extremal Regions (MSER) and polygon simplification for a feature point extraction. The experiment shows that we need to extract only five feature points per image which can provide the best registration results. An exhaustive search is used to find the best matching pattern of the feature points in two images. We also compared performance of the proposed method to some existing registration methods and found that the proposed method can provide better accuracy and time efficiency. 2018-09-05T04:39:17Z 2018-09-05T04:39:17Z 2018-04-25 Conference Proceeding 17426596 17426588 2-s2.0-85047830555 10.1088/1742-6596/1004/1/012005 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85047830555&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/59141
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Physics and Astronomy
spellingShingle Physics and Astronomy
N. Thanaborvornwiwat
K. Patanukhom
Marker Registration Technique for Handwritten Text Marker in Augmented Reality Applications
description © Published under licence by IOP Publishing Ltd. Marker registration is a fundamental process to estimate camera poses in marker-based Augmented Reality (AR) systems. We developed AR system that creates correspondence virtual objects on handwritten text markers. This paper presents a new method for registration that is robust for low-content text markers, variation of camera poses, and variation of handwritten styles. The proposed method uses Maximally Stable Extremal Regions (MSER) and polygon simplification for a feature point extraction. The experiment shows that we need to extract only five feature points per image which can provide the best registration results. An exhaustive search is used to find the best matching pattern of the feature points in two images. We also compared performance of the proposed method to some existing registration methods and found that the proposed method can provide better accuracy and time efficiency.
format Conference Proceeding
author N. Thanaborvornwiwat
K. Patanukhom
author_facet N. Thanaborvornwiwat
K. Patanukhom
author_sort N. Thanaborvornwiwat
title Marker Registration Technique for Handwritten Text Marker in Augmented Reality Applications
title_short Marker Registration Technique for Handwritten Text Marker in Augmented Reality Applications
title_full Marker Registration Technique for Handwritten Text Marker in Augmented Reality Applications
title_fullStr Marker Registration Technique for Handwritten Text Marker in Augmented Reality Applications
title_full_unstemmed Marker Registration Technique for Handwritten Text Marker in Augmented Reality Applications
title_sort marker registration technique for handwritten text marker in augmented reality applications
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85047830555&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/59141
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