Triangle and trapezoid area features for gait authentication
This paper presents two gait authentication features based on geometric shape for gait analysis. Specifically, triangle and trapezoid based features are proposed for gait authentication. The features are based on the geometric pattern extracted from a particular gait cycle of a gait model. These fea...
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ump-254492020-02-21T07:42:20Z http://umpir.ump.edu.my/id/eprint/25449/ Triangle and trapezoid area features for gait authentication Sikandar, Tasriva Wan Nur Azhani, W. Samsudin Kamarul Hawari, Ghazali Mohammad Fazle, Rabbi QA Mathematics TK Electrical engineering. Electronics Nuclear engineering This paper presents two gait authentication features based on geometric shape for gait analysis. Specifically, triangle and trapezoid based features are proposed for gait authentication. The features are based on the geometric pattern extracted from a particular gait cycle of a gait model. These features use four points from hip-knee-toe joints and construct a triangle and a right trapezoid. The area of the triangle and trapezoid are calculated using geometric formula as well as image processing methods. Later two areas are compared to validate the model free approach. The results show that, the proposed feature can be used as the features in model free gait analysis. IEEE 2019-03-01 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25449/1/Triangle%20and%20trapezoid%20area%20features%20for%20gait%20authentication.pdf Sikandar, Tasriva and Wan Nur Azhani, W. Samsudin and Kamarul Hawari, Ghazali and Mohammad Fazle, Rabbi (2019) Triangle and trapezoid area features for gait authentication. In: 9th IEEE Control And System Graduate Research Colloquium (ICSGRC 2018), 3-4 August 2018 , Shah Alam, Selangor. pp. 1-6. (8657624). ISBN 978-1-5386-6321-9 https://doi.org/10.1109/ICSGRC.2018.8657624 |
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English |
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QA Mathematics TK Electrical engineering. Electronics Nuclear engineering |
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QA Mathematics TK Electrical engineering. Electronics Nuclear engineering Sikandar, Tasriva Wan Nur Azhani, W. Samsudin Kamarul Hawari, Ghazali Mohammad Fazle, Rabbi Triangle and trapezoid area features for gait authentication |
description |
This paper presents two gait authentication features based on geometric shape for gait analysis. Specifically, triangle and trapezoid based features are proposed for gait authentication. The features are based on the geometric pattern extracted from a particular gait cycle of a gait model. These features use four points from hip-knee-toe joints and construct a triangle and a right trapezoid. The area of the triangle and trapezoid are calculated using geometric formula as well as image processing methods. Later two areas are compared to validate the model free approach. The results show that, the proposed feature can be used as the features in model free gait analysis. |
format |
Conference or Workshop Item |
author |
Sikandar, Tasriva Wan Nur Azhani, W. Samsudin Kamarul Hawari, Ghazali Mohammad Fazle, Rabbi |
author_facet |
Sikandar, Tasriva Wan Nur Azhani, W. Samsudin Kamarul Hawari, Ghazali Mohammad Fazle, Rabbi |
author_sort |
Sikandar, Tasriva |
title |
Triangle and trapezoid area features for gait authentication |
title_short |
Triangle and trapezoid area features for gait authentication |
title_full |
Triangle and trapezoid area features for gait authentication |
title_fullStr |
Triangle and trapezoid area features for gait authentication |
title_full_unstemmed |
Triangle and trapezoid area features for gait authentication |
title_sort |
triangle and trapezoid area features for gait authentication |
publisher |
IEEE |
publishDate |
2019 |
url |
http://umpir.ump.edu.my/id/eprint/25449/ http://umpir.ump.edu.my/id/eprint/25449/ http://umpir.ump.edu.my/id/eprint/25449/1/Triangle%20and%20trapezoid%20area%20features%20for%20gait%20authentication.pdf |
first_indexed |
2023-09-18T22:39:05Z |
last_indexed |
2023-09-18T22:39:05Z |
_version_ |
1777416793665568768 |