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...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
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2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/33184/1/Gait_Recognition_and_Effect_of_Noise_on_the_Recognition_Rate.pdf |
| _version_ | 1825647623710703616 |
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| 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. |
| collection | IIUM |
| 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. |
| first_indexed | 2024-03-05T23:20:20Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:33184 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T23:20:20Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | oai:generic.eprints.org: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 Proceeding Paper 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/ |
| 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 |
| title | 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_short | Gait recognition and effect of noise on the recognition rate |
| title_sort | gait recognition and effect of noise on the recognition rate |
| topic | TK5101 Telecommunication. Including telegraphy, radio, radar, television |
| url | http://irep.iium.edu.my/33184/1/Gait_Recognition_and_Effect_of_Noise_on_the_Recognition_Rate.pdf |
| work_keys_str_mv | AT makhdoominahida gaitrecognitionandeffectofnoiseontherecognitionrate AT gunawanteddysurya gaitrecognitionandeffectofnoiseontherecognitionrate AT habaebimohamedhadi gaitrecognitionandeffectofnoiseontherecognitionrate |