Human gait recognition system

Biometric identification like fingerprints, retina, palm and voice recognition needs subject’s permission and physical attention, but Human Gait recognition works on the gait of walking subjects to identify people without them knowing or without their permission. The purpose of this report is to sum...

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Main Authors: Jawed, Bilal, Khalifa, Othman Omran, Bhuiyan, Sharif Shah Newaj
Format: Conference or Workshop Item
Language:English
English
Published: Kulliyyah of Engineering, International Islamic University Malaysia 2018
Subjects:
Online Access:http://irep.iium.edu.my/68115/1/68115_Human%20Gait%20Recognition%20System.pdf
http://irep.iium.edu.my/68115/7/68115_Human%20gait%20recognition%20system_SCOPUS.pdf
http://irep.iium.edu.my/68115/
https://ieeexplore.ieee.org/document/8539245
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spelling my.iium.irep.681152019-01-19T11:25:52Z http://irep.iium.edu.my/68115/ Human gait recognition system Jawed, Bilal Khalifa, Othman Omran Bhuiyan, Sharif Shah Newaj T10.5 Communication of technical information Biometric identification like fingerprints, retina, palm and voice recognition needs subject’s permission and physical attention, but Human Gait recognition works on the gait of walking subjects to identify people without them knowing or without their permission. The purpose of this report is to summarize the research and related work done in the past on human gait recognition system and to solve algorithms which helps in identify walking subject from distance without any permission and interference of the walking subject. This can be achieved by making a database in which we record a video of the subject from a camera and then converting the video into frames of still images and later applying feature extraction techniques to get the silhouettes and training the silhouettes with principal component analysis. The input images are then matched with the one that already exist in the database used to identify walking subject. Kulliyyah of Engineering, International Islamic University Malaysia 2018-08 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/68115/1/68115_Human%20Gait%20Recognition%20System.pdf application/pdf en http://irep.iium.edu.my/68115/7/68115_Human%20gait%20recognition%20system_SCOPUS.pdf Jawed, Bilal and Khalifa, Othman Omran and Bhuiyan, Sharif Shah Newaj (2018) Human gait recognition system. In: 2018 7th International Conference on Computer and Communication Engineering (ICCCE), 19th-20th September 2018, Kuala Lumpur. https://ieeexplore.ieee.org/document/8539245 10.1109/ICCCE.2018.8539245
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic T10.5 Communication of technical information
spellingShingle T10.5 Communication of technical information
Jawed, Bilal
Khalifa, Othman Omran
Bhuiyan, Sharif Shah Newaj
Human gait recognition system
description Biometric identification like fingerprints, retina, palm and voice recognition needs subject’s permission and physical attention, but Human Gait recognition works on the gait of walking subjects to identify people without them knowing or without their permission. The purpose of this report is to summarize the research and related work done in the past on human gait recognition system and to solve algorithms which helps in identify walking subject from distance without any permission and interference of the walking subject. This can be achieved by making a database in which we record a video of the subject from a camera and then converting the video into frames of still images and later applying feature extraction techniques to get the silhouettes and training the silhouettes with principal component analysis. The input images are then matched with the one that already exist in the database used to identify walking subject.
format Conference or Workshop Item
author Jawed, Bilal
Khalifa, Othman Omran
Bhuiyan, Sharif Shah Newaj
author_facet Jawed, Bilal
Khalifa, Othman Omran
Bhuiyan, Sharif Shah Newaj
author_sort Jawed, Bilal
title Human gait recognition system
title_short Human gait recognition system
title_full Human gait recognition system
title_fullStr Human gait recognition system
title_full_unstemmed Human gait recognition system
title_sort human gait recognition system
publisher Kulliyyah of Engineering, International Islamic University Malaysia
publishDate 2018
url http://irep.iium.edu.my/68115/1/68115_Human%20Gait%20Recognition%20System.pdf
http://irep.iium.edu.my/68115/7/68115_Human%20gait%20recognition%20system_SCOPUS.pdf
http://irep.iium.edu.my/68115/
https://ieeexplore.ieee.org/document/8539245
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score 13.211869