Facial Biometrics of Yorubas of Nigeria Using Akinlolu‑Raji Image‑processing Algorithm

Background: Forensic anthropology deals with the establishment of human identity using genetics, biometrics, and face recognition technology. This study aims to compute facial biometrics of Yorubas of Osun State of Nigeria using a novel Akinlolu‑Raji image‑processing algorithm. Materials and Methods...

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Vydané v:Journal of Medical Sciences Ročník 36; číslo 2; s. 39 - 45
Hlavný autor: Akinlolu, Adelaja
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: 台灣 國防醫學大學 01.03.2016
Wolters Kluwer - Medknow Publications
Medknow Publications and Media Pvt. Ltd
Wolters Kluwer Medknow Publications
Predmet:
Analysis
face recognition
Face recognition technology
Facial reconstruction (Forensic science)
Forensic anthropology
History
image-processing algorithm
MEDLINE
Physiological aspects
Scopus
Yoruba (African people)
Yorubas
Nigeria
face recognition
Forensic anthropology
Yorubas
image‑processing algorithm
image-processing algorithm
ISSN:1011-4564
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Abstract Background: Forensic anthropology deals with the establishment of human identity using genetics, biometrics, and face recognition technology. This study aims to compute facial biometrics of Yorubas of Osun State of Nigeria using a novel Akinlolu‑Raji image‑processing algorithm. Materials and Methods: Three hundred Yorubas of Osun State (150 males and 150 females, aged 15–33 years) were selected as subjects for the study with informed consents and when established as Yorubas by parents and grandparents. Height, body weight, and facial biometrics (evaluated on three‑dimensional [3D] facial photographs) were measured on all subjects. The novel Akinlolu‑Raji image‑processing algorithm for forensic face recognition was developed using the modified row method of computer programming. Facial width, total face height, short forehead height, long forehead height, upper face height, nasal bridge length, nose height, morphological face height, and lower face height computed from readings of the Akinlolu‑Raji image‑processing algorithm were analyzed using z‑test (P ≤ 0.05) of 2010 Microsoft Excel statistical software. Results: Statistical analyzes of facial measurements showed nonsignificant higher mean values (P ＞ 0.05) in Yoruba males compared to females. Yoruba males and females have the leptoprosopic face type based on classifications of face types from facial indices. Conclusions: Akinlolu‑Raji image‑processing algorithm can be employed for computing anthropometric, forensic, diagnostic, or any other measurements on 2D and 3D images, and data computed from its readings can be converted to actual or life sizes as obtained in 1D measurements. Furthermore, Yoruba males and females have the leptoprosopic face type.
AbstractList Background: Forensic anthropology deals with the establishment of human identity using genetics, biometrics, and face recognition technology. This study aims to compute facial biometrics of Yorubas of Osun State of Nigeria using a novel Akinlolu‑Raji image‑processing algorithm. Materials and Methods: Three hundred Yorubas of Osun State (150 males and 150 females, aged 15–33 years) were selected as subjects for the study with informed consents and when established as Yorubas by parents and grandparents. Height, body weight, and facial biometrics (evaluated on three‑dimensional [3D] facial photographs) were measured on all subjects. The novel Akinlolu‑Raji image‑processing algorithm for forensic face recognition was developed using the modified row method of computer programming. Facial width, total face height, short forehead height, long forehead height, upper face height, nasal bridge length, nose height, morphological face height, and lower face height computed from readings of the Akinlolu‑Raji image‑processing algorithm were analyzed using z‑test (P ≤ 0.05) of 2010 Microsoft Excel statistical software. Results: Statistical analyzes of facial measurements showed nonsignificant higher mean values (P ＞ 0.05) in Yoruba males compared to females. Yoruba males and females have the leptoprosopic face type based on classifications of face types from facial indices. Conclusions: Akinlolu‑Raji image‑processing algorithm can be employed for computing anthropometric, forensic, diagnostic, or any other measurements on 2D and 3D images, and data computed from its readings can be converted to actual or life sizes as obtained in 1D measurements. Furthermore, Yoruba males and females have the leptoprosopic face type.
Background: Forensic anthropology deals with the establishment of human identity using genetics, biometrics, and face recognition technology. This study aims to compute facial biometrics of Yorubas of Osun State of Nigeria using a novel Akinlolu-Raji image-processing algorithm. Materials and Methods: Three hundred Yorubas of Osun State (150 males and 150 females, aged 15-33 years) were selected as subjects for the study with informed consents and when established as Yorubas by parents and grandparents. Height, body weight, and facial biometrics (evaluated on three-dimensional [3D] facial photographs) were measured on all subjects. The novel Akinlolu-Raji image-processing algorithm for forensic face recognition was developed using the modified row method of computer programming. Facial width, total face height, short forehead height, long forehead height, upper face height, nasal bridge length, nose height, morphological face height, and lower face height computed from readings of the Akinlolu-Raji image-processing algorithm were analyzed using z-test (P ≤ 0.05) of 2010 Microsoft Excel statistical software. Results: Statistical analyzes of facial measurements showed nonsignificant higher mean values (P > 0.05) in Yoruba males compared to females. Yoruba males and females have the leptoprosopic face type based on classifications of face types from facial indices. Conclusions: Akinlolu-Raji image-processing algorithm can be employed for computing anthropometric, forensic, diagnostic, or any other measurements on 2D and 3D images, and data computed from its readings can be converted to actual or life sizes as obtained in 1D measurements. Furthermore, Yoruba males and females have the leptoprosopic face type.
Audience Academic
Author Adelaja Abdulazeez Akinlolu
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10.4103/1011-4564.181520
10.1109/CCST.2004.1405414
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image‑processing algorithm
image-processing algorithm
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References Shokpeka (key-10.4103/1011-4564.181520-21) 2009
Ewemoje (key-10.4103/1011-4564.181520-14) 2011
Moreton (key-10.4103/1011-4564.181520-35) 2011
Jayaratne (key-10.4103/1011-4564.181520-37) 2014
Omotoso (key-10.4103/1011-4564.181520-39) 2011
key-10.4103/1011-4564.181520-15
key-10.4103/1011-4564.181520-16
Ghoddousi (key-10.4103/1011-4564.181520-36) 2007
key-10.4103/1011-4564.181520-38
key-10.4103/1011-4564.181520-17
key-10.4103/1011-4564.181520-18
Mersha (key-10.4103/1011-4564.181520-25) 2015
Sforza (key-10.4103/1011-4564.181520-31) 2010
Maina (key-10.4103/1011-4564.181520-44) 2012
key-10.4103/1011-4564.181520-2
key-10.4103/1011-4564.181520-19
Memon (key-10.4103/1011-4564.181520-9) 2012
Torres (key-10.4103/1011-4564.181520-27) 2012
key-10.4103/1011-4564.181520-11
key-10.4103/1011-4564.181520-33
key-10.4103/1011-4564.181520-12
key-10.4103/1011-4564.181520-13
Olotu (key-10.4103/1011-4564.181520-40) 2009
Anas (key-10.4103/1011-4564.181520-41) 2014
Porter (key-10.4103/1011-4564.181520-42) 2004
Wright (key-10.4103/1011-4564.181520-4) 1992
key-10.4103/1011-4564.181520-5
key-10.4103/1011-4564.181520-6
key-10.4103/1011-4564.181520-7
key-10.4103/1011-4564.181520-8
Bacchetti (key-10.4103/1011-4564.181520-10) 2011
Gonder (key-10.4103/1011-4564.181520-26) 2007
Haber (key-10.4103/1011-4564.181520-28) 2013
Ireyefoju (key-10.4103/1011-4564.181520-24) 2014
Shetti (key-10.4103/1011-4564.181520-47) 2011
Oghenemavwe (key-10.4103/1011-4564.181520-32) 2012
Eliakim-Ikechukwu (key-10.4103/1011-4564.181520-46) 2012
Gupta (key-10.4103/1011-4564.181520-34) 2010
Akinlolu (key-10.4103/1011-4564.181520-3) 2016
Pagani (key-10.4103/1011-4564.181520-29) 2015
Porter (key-10.4103/1011-4564.181520-30) 2001
Kosa (key-10.4103/1011-4564.181520-1) 2000
key-10.4103/1011-4564.181520-20
key-10.4103/1011-4564.181520-22
Gatawa (key-10.4103/1011-4564.181520-23) 2014
key-10.4103/1011-4564.181520-45
Choe (key-10.4103/1011-4564.181520-43) 2004
References_xml – start-page: 13
  volume-title: Three-dimensional face morphometry
  year: 2010
  ident: key-10.4103/1011-4564.181520-31
  publication-title: Dental Press J Orthod
– start-page: 437
  volume-title: Anthropometric comparison of nasal indices between Hausa and Yoruba ethnic groups in Nigeria
  year: 2014
  ident: key-10.4103/1011-4564.181520-41
  publication-title: J Sci Res Rep
– start-page: 302
  volume-title: Comparison of different craniofacial patterns with pharyngeal widths
  year: 2012
  ident: key-10.4103/1011-4564.181520-9
  publication-title: J Coll Physicians Surg Pak
– start-page: 1005
  volume-title: Adjusted P values for simultaneous inference
  year: 1992
  ident: key-10.4103/1011-4564.181520-4
  publication-title: Biometrics
– ident: key-10.4103/1011-4564.181520-5
– start-page: 219
  volume-title: Nasofacial anthropometry of adult Bini tribe in Nigeria
  year: 2011
  ident: key-10.4103/1011-4564.181520-39
  publication-title: Afr J Biomed Res
– ident: key-10.4103/1011-4564.181520-7
– start-page: 2
  volume-title: Anthropometric study of the facial and nasal length of adult Igbo ethnic group in Nigeria
  year: 2009
  ident: key-10.4103/1011-4564.181520-40
  publication-title: Internet J Biol Anthropol
– ident: key-10.4103/1011-4564.181520-12
– ident: key-10.4103/1011-4564.181520-16
– ident: key-10.4103/1011-4564.181520-18
– start-page: 87ps24
  volume-title: Breaking free of sample size dogma to perform innovative translational research
  year: 2011
  ident: key-10.4103/1011-4564.181520-10
  publication-title: Sci Transl Med
– ident: key-10.4103/1011-4564.181520-45
  doi: 10.1155/2014/726974
– start-page: 250
  volume-title: Comparison of three methods of facial measurement
  year: 2007
  ident: key-10.4103/1011-4564.181520-36
  publication-title: Int J Oral Maxillofac Surg
– start-page: 86
  volume-title: The formation of migrant communities in Nigeria: A study of Gobirawa settlements, Niger State, Nigeria
  year: 2014
  ident: key-10.4103/1011-4564.181520-23
  publication-title: Eur Sci J
– start-page: e29687
  volume-title: Y chromosome lineages in men of West African descent
  year: 2012
  ident: key-10.4103/1011-4564.181520-27
  publication-title: PLoS One
– ident: key-10.4103/1011-4564.181520-11
  doi: 10.4103/1011-4564.181520
– start-page: 185
  volume-title: The relevance of the culture of origin to nation building in Nigeria
  year: 2009
  ident: key-10.4103/1011-4564.181520-21
  publication-title: J Soc Sci
– start-page: 331
  volume-title: Anthropometric 3-D face recognition
  year: 2010
  ident: key-10.4103/1011-4564.181520-34
  publication-title: Int J Comput Vis
– start-page: 101
  volume-title: Application of digital anthropometry for craniofacial assessment
  year: 2014
  ident: key-10.4103/1011-4564.181520-37
  publication-title: Craniomaxillofac Trauma Reconstr
– start-page: 551
  volume-title: A software tool for facial analysis
  year: 2012
  ident: key-10.4103/1011-4564.181520-32
  publication-title: Res J Appl Sci Eng Technol
– ident: key-10.4103/1011-4564.181520-6
– ident: key-10.4103/1011-4564.181520-19
– start-page: 191
  volume-title: Anthropometric facial analysis of the African American woman
  year: 2001
  ident: key-10.4103/1011-4564.181520-30
  publication-title: Arch Facial Plast Surg
– start-page: 211
  volume-title: Craniofacial forms among three dominant ethnic groups of Gombe State, Nigeria
  year: 2012
  ident: key-10.4103/1011-4564.181520-44
  publication-title: Int J Morphol
– start-page: 144
  volume-title: Cephalofacial indices of the Ibo and Yoruba ethnic groups in Southern Nigeria
  year: 2012
  ident: key-10.4103/1011-4564.181520-46
  publication-title: J Biol Agric Healthc
– ident: key-10.4103/1011-4564.181520-8
– ident: key-10.4103/1011-4564.181520-38
– ident: key-10.4103/1011-4564.181520-2
– ident: key-10.4103/1011-4564.181520-15
– start-page: 62
  volume-title: Ife oracle in Itsekiri social system of Nigeria
  year: 2014
  ident: key-10.4103/1011-4564.181520-24
  publication-title: Int Lett Soc Humanist Sci
– ident: key-10.4103/1011-4564.181520-13
– start-page: 231
  volume-title: Investigation into the use of photoanthropometry in facial image comparison
  year: 2011
  ident: key-10.4103/1011-4564.181520-35
  publication-title: Forensic Sci Int
– start-page: 244
  volume-title: The Korean American woman's face: Anthropometric measurements and quantitative analysis of facial aesthetics
  year: 2004
  ident: key-10.4103/1011-4564.181520-43
  publication-title: Arch Facial Plast Surg
– ident: key-10.4103/1011-4564.181520-17
– start-page: 1
  volume-title: Self-reported race/ethnicity in the age of genomic research: Its potential impact on understanding health disparities
  year: 2015
  ident: key-10.4103/1011-4564.181520-25
  publication-title: Hum Genomics
– ident: key-10.4103/1011-4564.181520-20
– ident: key-10.4103/1011-4564.181520-33
  doi: 10.1109/CCST.2004.1405414
– ident: key-10.4103/1011-4564.181520-22
– start-page: 757
  volume-title: Whole-mtDNA genome sequence analysis of ancient African lineages
  year: 2007
  ident: key-10.4103/1011-4564.181520-26
  publication-title: Mol Biol Evol
– start-page: 1018
  volume-title: Study of prosopic (facial) index of Indian and Malaysian students
  year: 2011
  ident: key-10.4103/1011-4564.181520-47
  publication-title: Int J Morphol
– start-page: e1003316
  volume-title: Genome-wide diversity in the levant reveals recent structuring by culture
  year: 2013
  ident: key-10.4103/1011-4564.181520-28
  publication-title: PLoS Genet
– start-page: 78
  volume-title: The average African American male face: An anthropometric analysis
  year: 2004
  ident: key-10.4103/1011-4564.181520-42
  publication-title: Arch Facial Plast Surg
– start-page: 5
  volume-title: Sex and tribal differences in facial measurements of Nigerians of Yoruba, Hausa and Igbo origin
  year: 2016
  ident: key-10.4103/1011-4564.181520-3
  publication-title: Res J Forensic Sci
– start-page: 986
  volume-title: Tracing the route of modern humans out of Africa by using 225 human genome sequences from Ethiopians and Egyptians
  year: 2015
  ident: key-10.4103/1011-4564.181520-29
  publication-title: Am J Hum Genet
– start-page: 179
  volume-title: Application and role of anthropological research in the practice of forensic medicine
  year: 2000
  ident: key-10.4103/1011-4564.181520-1
  publication-title: Acta Biol Szeged
– start-page: 42
  volume-title: Evaluation of the leaf area index of cowpea using empirical and image processing methods (Vigna unguiculata)
  year: 2011
  ident: key-10.4103/1011-4564.181520-14
  publication-title: J Eng Res
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face recognition
Face recognition technology
Facial reconstruction (Forensic science)
Forensic anthropology
History
image-processing algorithm
MEDLINE
Physiological aspects
Scopus
Yoruba (African people)
Yorubas
Title Facial Biometrics of Yorubas of Nigeria Using Akinlolu‑Raji Image‑processing Algorithm
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