Gait recognition and effect of noise on the recognition rate

Gait is defined to be the coordinated, cyclic combination of movements that result in human locomotion. Gait recognition refers to identify a human by the style/way, a person walks in image sequences. The objective of this paper is to implement the traditional gait recognition algorithm and to show...

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Main Authors:	Makhdoomi, Nahid A., Gunawan, Teddy Surya, Habaebi, Mohamed Hadi
Format:	Conference or Workshop Item
Language:	English
Published:	2013
Subjects:	TK5101 Telecommunication. Including telegraphy, radio, radar, television
Online Access:	http://irep.iium.edu.my/33184/ http://irep.iium.edu.my/33184/ http://irep.iium.edu.my/33184/1/Gait_Recognition_and_Effect_of_Noise_on_the_Recognition_Rate.pdf

id	iium-33184
recordtype	eprints
spelling	iium-331842013-12-09T08:28:51Z http://irep.iium.edu.my/33184/ Gait recognition and effect of noise on the recognition rate Makhdoomi, Nahid A. Gunawan, Teddy Surya Habaebi, Mohamed Hadi TK5101 Telecommunication. Including telegraphy, radio, radar, television Gait is defined to be the coordinated, cyclic combination of movements that result in human locomotion. Gait recognition refers to identify a human by the style/way, a person walks in image sequences. The objective of this paper is to implement the traditional gait recognition algorithm and to show the variation in gait recognition when subject is observed parallel to camera under three conditions- walking normal, carrying a bag and wearing a coat. In this work, we are devising a novel method for the purpose of similarity computation rather than the traditional recognition where 78.57% of overall recognition rate was obtained. Furthermore, noise is introduced to evaluate its effect on the recognition rate. Keywords—Human gait, biometrics, human identification, gait databases, silhouettes. 2013-11-26 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/33184/1/Gait_Recognition_and_Effect_of_Noise_on_the_Recognition_Rate.pdf Makhdoomi, Nahid A. and Gunawan, Teddy Surya and Habaebi, Mohamed Hadi (2013) Gait recognition and effect of noise on the recognition rate. In: IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA), 26-27 Nov 2013, Kuala Lumpur Malaysia. http://ims.ieeemalaysia.org/icsima/13/
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK5101 Telecommunication. Including telegraphy, radio, radar, television
spellingShingle	TK5101 Telecommunication. Including telegraphy, radio, radar, television Makhdoomi, Nahid A. Gunawan, Teddy Surya Habaebi, Mohamed Hadi Gait recognition and effect of noise on the recognition rate
description	Gait is defined to be the coordinated, cyclic combination of movements that result in human locomotion. Gait recognition refers to identify a human by the style/way, a person walks in image sequences. The objective of this paper is to implement the traditional gait recognition algorithm and to show the variation in gait recognition when subject is observed parallel to camera under three conditions- walking normal, carrying a bag and wearing a coat. In this work, we are devising a novel method for the purpose of similarity computation rather than the traditional recognition where 78.57% of overall recognition rate was obtained. Furthermore, noise is introduced to evaluate its effect on the recognition rate. Keywords—Human gait, biometrics, human identification, gait databases, silhouettes.
format	Conference or Workshop Item
author	Makhdoomi, Nahid A. Gunawan, Teddy Surya Habaebi, Mohamed Hadi
author_facet	Makhdoomi, Nahid A. Gunawan, Teddy Surya Habaebi, Mohamed Hadi
author_sort	Makhdoomi, Nahid A.
title	Gait recognition and effect of noise on the recognition rate
title_short	Gait recognition and effect of noise on the recognition rate
title_full	Gait recognition and effect of noise on the recognition rate
title_fullStr	Gait recognition and effect of noise on the recognition rate
title_full_unstemmed	Gait recognition and effect of noise on the recognition rate
title_sort	gait recognition and effect of noise on the recognition rate
publishDate	2013
url	http://irep.iium.edu.my/33184/ http://irep.iium.edu.my/33184/ http://irep.iium.edu.my/33184/1/Gait_Recognition_and_Effect_of_Noise_on_the_Recognition_Rate.pdf
first_indexed	2023-09-18T20:47:57Z
last_indexed	2023-09-18T20:47:57Z
_version_	1777409801086566400

Gait recognition and effect of noise on the recognition rate

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