Validation of low-cost mobile phone applications and comparison with professional imaging systems for three-dimensional facial imaging: A pilot study

The objective of this study was to investigate the accuracies of three-dimensional (3D) facial scanning mobile phone applications as compared to professional 3D facial imaging systems. A manikin head model was used as the subject for comparing six 3D facial imaging systems which comprised three prof...

Full description

Saved in:
Bibliographic Details
Published inJournal of dentistry Vol. 137; p. 104676
Main Authors Loy, Richmond Chang Hoe, Liew, Melvin Kang Ming, Yong, Chee Weng, Wong, Raymond Chung Wen
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.10.2023
Subjects
Online AccessGet full text
ISSN0300-5712
1879-176X
1879-176X
DOI10.1016/j.jdent.2023.104676

Cover

Abstract The objective of this study was to investigate the accuracies of three-dimensional (3D) facial scanning mobile phone applications as compared to professional 3D facial imaging systems. A manikin head model was used as the subject for comparing six 3D facial imaging systems which comprised three professional 3D scanners (3dMDface, Artec Eva and Vectra H2) and three mobile phone applications (Bellus3D, ScandyPro and Hedges). For each system, five scans were taken to analyse (1) linear accuracy using 9 measurements (2) global and (3) regional 3D accuracy of the scanned surface by root mean square (RMS) and colour map analysis. Another set of five scans was repeated by a second operator to evaluate the inter-operator reproducibility for each system. All the facial imaging systems had absolute errors lesser than 1.0 mm for the linear measurements. The technical error of measurement (TEM) for inter-examiner and intra-examiner linear measurements were within acceptable limits. Artec Eva, Vectra H2 and Scandy Pro had poor global 3D trueness (RMS > 1.0 mm) but good 3D regional trueness (RMS < 1.0 mm). 3dMDface, Bellus3D Face App and Heges had good global and regional 3D trueness. All the facial imaging systems had good global and regional 3D precision and reproducibility (RMS < 1.0 mm). This study demonstrated that mobile phone 3D scanning applications had comparable trueness, precision and reproducibility to professional systems. Colour map analysis supplemented the use of the RMS value to demonstrate facial regions of significant deviation. Clinicians should also consider the specific area or region of inaccuracies for each system to determine whether the chosen system is appropriate for the clinical condition or procedure. Mobile phone 3D facial imaging applications may be as accurate as 3D professional facial scanning systems for craniomaxillofacial purposes. However, the choice of the system may vary depending on the specific area of interest.
AbstractList The objective of this study was to investigate the accuracies of three-dimensional (3D) facial scanning mobile phone applications as compared to professional 3D facial imaging systems. A manikin head model was used as the subject for comparing six 3D facial imaging systems which comprised three professional 3D scanners (3dMDface, Artec Eva and Vectra H2) and three mobile phone applications (Bellus3D, ScandyPro and Hedges). For each system, five scans were taken to analyse (1) linear accuracy using 9 measurements (2) global and (3) regional 3D accuracy of the scanned surface by root mean square (RMS) and colour map analysis. Another set of five scans was repeated by a second operator to evaluate the inter-operator reproducibility for each system. All the facial imaging systems had absolute errors lesser than 1.0 mm for the linear measurements. The technical error of measurement (TEM) for inter-examiner and intra-examiner linear measurements were within acceptable limits. Artec Eva, Vectra H2 and Scandy Pro had poor global 3D trueness (RMS > 1.0 mm) but good 3D regional trueness (RMS < 1.0 mm). 3dMDface, Bellus3D Face App and Heges had good global and regional 3D trueness. All the facial imaging systems had good global and regional 3D precision and reproducibility (RMS < 1.0 mm). This study demonstrated that mobile phone 3D scanning applications had comparable trueness, precision and reproducibility to professional systems. Colour map analysis supplemented the use of the RMS value to demonstrate facial regions of significant deviation. Clinicians should also consider the specific area or region of inaccuracies for each system to determine whether the chosen system is appropriate for the clinical condition or procedure. Mobile phone 3D facial imaging applications may be as accurate as 3D professional facial scanning systems for craniomaxillofacial purposes. However, the choice of the system may vary depending on the specific area of interest.
The objective of this study was to investigate the accuracies of three-dimensional (3D) facial scanning mobile phone applications as compared to professional 3D facial imaging systems.PURPOSEThe objective of this study was to investigate the accuracies of three-dimensional (3D) facial scanning mobile phone applications as compared to professional 3D facial imaging systems.A manikin head model was used as the subject for comparing six 3D facial imaging systems which comprised three professional 3D scanners (3dMDface, Artec Eva and Vectra H2) and three mobile phone applications (Bellus3D, ScandyPro and Hedges). For each system, five scans were taken to analyse (1) linear accuracy using 9 measurements (2) global and (3) regional 3D accuracy of the scanned surface by root mean square (RMS) and colour map analysis. Another set of five scans was repeated by a second operator to evaluate the inter-operator reproducibility for each system.MATERIALS AND METHODSA manikin head model was used as the subject for comparing six 3D facial imaging systems which comprised three professional 3D scanners (3dMDface, Artec Eva and Vectra H2) and three mobile phone applications (Bellus3D, ScandyPro and Hedges). For each system, five scans were taken to analyse (1) linear accuracy using 9 measurements (2) global and (3) regional 3D accuracy of the scanned surface by root mean square (RMS) and colour map analysis. Another set of five scans was repeated by a second operator to evaluate the inter-operator reproducibility for each system.All the facial imaging systems had absolute errors lesser than 1.0 mm for the linear measurements. The technical error of measurement (TEM) for inter-examiner and intra-examiner linear measurements were within acceptable limits. Artec Eva, Vectra H2 and Scandy Pro had poor global 3D trueness (RMS > 1.0 mm) but good 3D regional trueness (RMS < 1.0 mm). 3dMDface, Bellus3D Face App and Heges had good global and regional 3D trueness. All the facial imaging systems had good global and regional 3D precision and reproducibility (RMS < 1.0 mm).RESULTSAll the facial imaging systems had absolute errors lesser than 1.0 mm for the linear measurements. The technical error of measurement (TEM) for inter-examiner and intra-examiner linear measurements were within acceptable limits. Artec Eva, Vectra H2 and Scandy Pro had poor global 3D trueness (RMS > 1.0 mm) but good 3D regional trueness (RMS < 1.0 mm). 3dMDface, Bellus3D Face App and Heges had good global and regional 3D trueness. All the facial imaging systems had good global and regional 3D precision and reproducibility (RMS < 1.0 mm).This study demonstrated that mobile phone 3D scanning applications had comparable trueness, precision and reproducibility to professional systems. Colour map analysis supplemented the use of the RMS value to demonstrate facial regions of significant deviation. Clinicians should also consider the specific area or region of inaccuracies for each system to determine whether the chosen system is appropriate for the clinical condition or procedure.CONCLUSIONThis study demonstrated that mobile phone 3D scanning applications had comparable trueness, precision and reproducibility to professional systems. Colour map analysis supplemented the use of the RMS value to demonstrate facial regions of significant deviation. Clinicians should also consider the specific area or region of inaccuracies for each system to determine whether the chosen system is appropriate for the clinical condition or procedure.Mobile phone 3D facial imaging applications may be as accurate as 3D professional facial scanning systems for craniomaxillofacial purposes. However, the choice of the system may vary depending on the specific area of interest.CLINICAL SIGNIFICANCEMobile phone 3D facial imaging applications may be as accurate as 3D professional facial scanning systems for craniomaxillofacial purposes. However, the choice of the system may vary depending on the specific area of interest.
ArticleNumber 104676
Author Liew, Melvin Kang Ming
Loy, Richmond Chang Hoe
Yong, Chee Weng
Wong, Raymond Chung Wen
Author_xml – sequence: 1
  givenname: Richmond Chang Hoe
  surname: Loy
  fullname: Loy, Richmond Chang Hoe
  organization: Faculty of Dentistry, National University of Singapore, Singapore
– sequence: 2
  givenname: Melvin Kang Ming
  surname: Liew
  fullname: Liew, Melvin Kang Ming
  organization: Faculty of Dentistry, National University of Singapore, Singapore
– sequence: 3
  givenname: Chee Weng
  surname: Yong
  fullname: Yong, Chee Weng
  organization: Faculty of Dentistry, National University of Singapore, Singapore
– sequence: 4
  givenname: Raymond Chung Wen
  orcidid: 0000-0002-8877-1584
  surname: Wong
  fullname: Wong, Raymond Chung Wen
  email: denrwcw@nus.edu.sg
  organization: Faculty of Dentistry, National University of Singapore, Singapore
BookMark eNqFkc9uGyEQh1GVSnWSPkEvHHtZF_YPu9uqhyhq00qRekmj3BCGIR6XhS3gRH6Qvm-IHalSLj4hwe-bGeY7JSc-eCDkA2dLzrj4tFluDPi8rFndlJtW9OINWfChHyvei7sTsmANY1XX8_odOU1pwxhrWT0uyL9b5dCojMHTYKkLj5UOKdMprNABndelEVXz7FDvQ4kqb6gO06wipgI9Yl7TOQYLKZV35ShO6h79PU27lGFK1IZI8zoCVAYn8C8pqzT-D3-mF3RGFzJNeWt25-StVS7B-5fzjPz-_u3m8kd1_evq5-XFdaWbYcgViLHv6rZlSvRWWAFGcDPWqmuhsYwPo2ZW1yPTK8FU12hhbN2ZZgWs1YMYeXNGPh7qlg_83ULKcsKkwTnlIWyTrIeuH9qRs65Em0NUx5BSBCvnWIaPO8mZfJYgN3IvQT5LkAcJhRpfURrzfpE5KnRH2K8HFsoGHhCiTBrBazAYQWdpAh7hv7zitUNfPLo_sDtKPwH8Db2X
CitedBy_id crossref_primary_10_1016_j_eswa_2025_126577
crossref_primary_10_1016_j_jdent_2025_105567
crossref_primary_10_1111_ocr_12821
crossref_primary_10_1186_s12903_024_03935_1
crossref_primary_10_4041_kjod24_134
Cites_doi 10.1375/twin.14.4.305
10.1097/00006534-198066030-00004
10.1186/1746-160X-6-18
10.1186/s13005-018-0179-z
10.1097/00001665-200605000-00015
10.1016/j.ajodo.2009.04.022
10.1371/journal.pone.0049585
10.1016/j.heliyon.2019.e01880
10.1016/j.procs.2017.08.037
10.1016/j.prosdent.2019.10.010
10.1016/j.bjps.2019.07.008
10.1002/ajmg.a.30959
10.1016/j.bjps.2016.12.015
10.1109/TPAMI.2011.88
10.3390/ijerph16245061
10.1597/03-066.1
10.1097/PRS.0000000000007387
10.2319/040921-290.1
10.1016/j.ijom.2006.10.001
10.1016/0007-1226(95)90043-8
10.1111/j.1559-4564.2006.05613.x
10.1016/j.jcms.2016.08.008
10.1038/s41598-020-61333-3
10.2174/1874210601812010061
10.1016/j.ijom.2011.02.033
10.11607/ijp.4397
10.1093/ejo/18.6.629
10.1371/journal.pone.0169402
10.1186/s40902-017-0123-3
ContentType Journal Article
Copyright 2023 Elsevier Ltd
Copyright © 2023 Elsevier Ltd. All rights reserved.
Copyright_xml – notice: 2023 Elsevier Ltd
– notice: Copyright © 2023 Elsevier Ltd. All rights reserved.
DBID AAYXX
CITATION
7X8
DOI 10.1016/j.jdent.2023.104676
DatabaseName CrossRef
MEDLINE - Academic
DatabaseTitle CrossRef
MEDLINE - Academic
DatabaseTitleList
MEDLINE - Academic

DeliveryMethod fulltext_linktorsrc
Discipline Dentistry
EISSN 1879-176X
ExternalDocumentID 10_1016_j_jdent_2023_104676
S0300571223002622
GroupedDBID ---
--K
--M
.1-
.FO
.~1
0R~
1B1
1P~
1RT
1~.
1~5
29K
34H
4.4
457
4G.
53G
5GY
5VS
7-5
71M
8FE
8FG
8FH
8P~
9JM
AABNK
AAEDT
AAEDW
AAGKA
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AATTM
AAXKI
AAXUO
AAYWO
ABBQC
ABFNM
ABJNI
ABMAC
ABMZM
ABOCM
ABWVN
ABXDB
ACDAQ
ACGFS
ACIEU
ACIUM
ACIWK
ACPRK
ACRLP
ACRPL
ACVFH
ADBBV
ADCNI
ADEZE
ADMUD
ADNMO
ADVLN
AEBSH
AEIPS
AEKER
AENEX
AEUPX
AEVXI
AFFNX
AFJKZ
AFPUW
AFRHN
AFTJW
AFXIZ
AGCQF
AGHFR
AGQPQ
AGUBO
AGYEJ
AHHHB
AHMBA
AIEXJ
AIGII
AIIUN
AIKHN
AITUG
AJRQY
AJUYK
AKBMS
AKRWK
AKYEP
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
ANKPU
ANZVX
APXCP
ASPBG
AVWKF
AXJTR
AZFZN
BKEYQ
BKOJK
BLXMC
BNPGV
BPHCQ
BVXVI
CS3
D-I
DU5
EBD
EBS
EFJIC
EFKBS
EJD
EO8
EO9
EP2
EP3
EX3
F5P
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
HDX
HMK
HMO
HVGLF
HZ~
IAO
IEA
IHE
IHR
INR
J1W
KOM
L6V
LH1
LK8
M29
M41
MO0
N9A
O-L
O9-
OAUVE
OB-
OM.
OZT
P-8
P-9
P2P
PC.
PQQKQ
PROAC
Q38
R2-
ROL
RPZ
SAE
SCC
SDF
SDG
SEL
SES
SEW
SPCBC
SSH
SSZ
T5K
WH7
WOW
WUQ
Z5R
ZGI
~G-
0SF
3V.
7RV
7X7
8FI
AACTN
ABJCF
AFCTW
AFKRA
AFKWA
AJOXV
AMFUW
AZQEC
BBNVY
BENPR
BHPHI
FYUFA
GUQSH
HCIFZ
M1P
M2O
M7P
M7S
NCXOZ
RIG
AAYXX
AGRNS
CITATION
7X8
EFLBG
ID FETCH-LOGICAL-c388t-e69752440a67f6f6ed61d92a54e3f0189c0fc290cb60a53c6df25d3be04c86913
IEDL.DBID AIKHN
ISSN 0300-5712
1879-176X
IngestDate Fri Sep 05 11:29:57 EDT 2025
Thu Apr 24 23:03:50 EDT 2025
Tue Jul 01 01:58:18 EDT 2025
Sat Jan 18 16:11:03 EST 2025
Tue Aug 26 17:46:14 EDT 2025
IsPeerReviewed true
IsScholarly true
Keywords 3D Photography
3D imaging
3D surface scanning
Craniofacial surgery
Maxillofacial surgery
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c388t-e69752440a67f6f6ed61d92a54e3f0189c0fc290cb60a53c6df25d3be04c86913
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ORCID 0000-0002-8877-1584
PQID 2857849105
PQPubID 23479
ParticipantIDs proquest_miscellaneous_2857849105
crossref_primary_10_1016_j_jdent_2023_104676
crossref_citationtrail_10_1016_j_jdent_2023_104676
elsevier_sciencedirect_doi_10_1016_j_jdent_2023_104676
elsevier_clinicalkey_doi_10_1016_j_jdent_2023_104676
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate October 2023
2023-10-00
20231001
PublicationDateYYYYMMDD 2023-10-01
PublicationDate_xml – month: 10
  year: 2023
  text: October 2023
PublicationDecade 2020
PublicationTitle Journal of dentistry
PublicationYear 2023
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Pirttiniemi, Miettinen, Kantomaa (bib0001) 1996; 18
Zogheib, Jacobs, Bornstein, Agbaje, Anumendem, Klazen, Politis (bib0006) 2018; 12
Baynam, Claes, Craig, Goldblatt, Kung, Souef, Walters (bib0027) 2011; 14
Weinberg, Scott, Neiswanger, Brandon, Marazita (bib0008) 2004; 41
Weinberg, Naidoo, Govier, Martin, Kane, Marazita (bib0014) 2006; 17
Zhao, Xiong, Wang (bib0017) 2017; 12
D'Ettorre, Farronato, Candida, Quinzi, Grippaudo (bib0022) 2022
Aldridge, Boyadjiev, Capone, DeLeon, Richtsmeier (bib0012) 2005; 138
Jayaratne, McGrath, Zwahlen (bib0031) 2012; 7
Amornvit, Sanohkan (bib0018) 2019; 16
Knoops, Beaumont, Borghi, Rodriguez-Florez, Breakey, Rodgers, Angullia, Jeelani, Schievano, Dunaway (bib0021) 2017; 70
Tsuchida, Shiozawa, Handa, Takahashi, Nikawa (bib0023) 2022
Aung, Ngim, Lee (bib0029) 1995; 48
Ghoddousi, Edler, Haers, Wertheim, Greenhill (bib0005) 2007; 36
Modabber, Peters, Kniha, Goloborodko, Ghassemi, Lethaus, Hölzle, Möhlhenrich (bib0024) 2016; 44
Boehnen, Flynn (bib0013) 2005
Anas, Bamgbose, Nuhu (bib0010) 2019; 5
Heike, Upson, Stuhaug, Weinberg (bib0030) 2010; 6
Sforza, de Menezes, Ferrario (bib0004) 2013; 91
Naini, Akram, Kepinska, Garagiola, McDonald, Wertheim (bib0016) 2017; 39
Piedra-Cascon, Meyer, Methani, Revilla-Leon (bib0011) 2020; 124
Weinberger (bib0009) 2006; 1
Koban, Perko, Etzel, Li, Schenck, Giunta (bib0025) 2020; 73
Ye, Lv, Liu, Liu, Zhou (bib0015) 2016; 29
Rudy, Wake, Yee, Garfein, Tepper (bib0020) 2020; 146
C.H. Kau, S. Richmond, A. Zhurov, M. Ovsenik, W. Tawfik, P. Borbely, J.D. English, Use of 3-dimensional surface acquisition to study facial morphology in 5 populations, Am. J. Orthod. Dentofacial Orthop. 137(4 Suppl) (2010) S56 e1–9; discussion S56-7.
Wang, Lai (bib0002) 2011; 33
Maal, Verhamme, van Loon, Plooij, Rangel, Kho, Bronkhorst, Berge (bib0003) 2011; 40
Farkas, Bryson, Klotz (bib0028) 1980; 66
Jung, Lee, Lee, Choi (bib0007) 2018; 14
Gallardo, Salazar-Gamarra, Bohner, De Oliveira, Dib, Sesma (bib0019) 2021
White, Ortega-Castrillon, Virgo, Indencleef, Hoskens, Shriver, Claes (bib0032) 2020; 10
Al-Meyah, Marshall, Rosin (bib0033) 2017; 112
Boehnen (10.1016/j.jdent.2023.104676_bib0013) 2005
Naini (10.1016/j.jdent.2023.104676_bib0016) 2017; 39
Maal (10.1016/j.jdent.2023.104676_bib0003) 2011; 40
Ghoddousi (10.1016/j.jdent.2023.104676_bib0005) 2007; 36
Piedra-Cascon (10.1016/j.jdent.2023.104676_bib0011) 2020; 124
Wang (10.1016/j.jdent.2023.104676_bib0002) 2011; 33
Baynam (10.1016/j.jdent.2023.104676_bib0027) 2011; 14
10.1016/j.jdent.2023.104676_bib0026
Anas (10.1016/j.jdent.2023.104676_bib0010) 2019; 5
Modabber (10.1016/j.jdent.2023.104676_bib0024) 2016; 44
Amornvit (10.1016/j.jdent.2023.104676_bib0018) 2019; 16
Heike (10.1016/j.jdent.2023.104676_bib0030) 2010; 6
Ye (10.1016/j.jdent.2023.104676_bib0015) 2016; 29
Sforza (10.1016/j.jdent.2023.104676_bib0004) 2013; 91
Koban (10.1016/j.jdent.2023.104676_bib0025) 2020; 73
Weinberg (10.1016/j.jdent.2023.104676_bib0014) 2006; 17
Tsuchida (10.1016/j.jdent.2023.104676_bib0023) 2022
Aung (10.1016/j.jdent.2023.104676_bib0029) 1995; 48
Jayaratne (10.1016/j.jdent.2023.104676_bib0031) 2012; 7
Pirttiniemi (10.1016/j.jdent.2023.104676_bib0001) 1996; 18
Al-Meyah (10.1016/j.jdent.2023.104676_bib0033) 2017; 112
Rudy (10.1016/j.jdent.2023.104676_bib0020) 2020; 146
Aldridge (10.1016/j.jdent.2023.104676_bib0012) 2005; 138
Farkas (10.1016/j.jdent.2023.104676_bib0028) 1980; 66
Zhao (10.1016/j.jdent.2023.104676_bib0017) 2017; 12
Weinberg (10.1016/j.jdent.2023.104676_bib0008) 2004; 41
D'Ettorre (10.1016/j.jdent.2023.104676_bib0022) 2022
Zogheib (10.1016/j.jdent.2023.104676_bib0006) 2018; 12
Gallardo (10.1016/j.jdent.2023.104676_bib0019) 2021
Knoops (10.1016/j.jdent.2023.104676_bib0021) 2017; 70
White (10.1016/j.jdent.2023.104676_bib0032) 2020; 10
Jung (10.1016/j.jdent.2023.104676_bib0007) 2018; 14
Weinberger (10.1016/j.jdent.2023.104676_bib0009) 2006; 1
References_xml – volume: 18
  start-page: 629
  year: 1996
  end-page: 636
  ident: bib0001
  article-title: Combined effects of errors in frontal-view asymmetry diagnosis
  publication-title: Eur. J. Orthod.
– volume: 146
  start-page: 1407
  year: 2020
  end-page: 1417
  ident: bib0020
  article-title: Three-dimensional facial scanning at the fingertips of patients and surgeons: accuracy and precision testing of iPhone X three-dimensional scanner
  publication-title: Plast. Reconstr. Surg.
– volume: 6
  start-page: 18
  year: 2010
  ident: bib0030
  article-title: 3D digital stereophotogrammetry: a practical guide to facial image acquisition
  publication-title: Head Face Med.
– volume: 10
  start-page: 4443
  year: 2020
  ident: bib0032
  article-title: Sources of variation in the 3dMDface and vectra H1 3D facial imaging systems
  publication-title: Sci. Rep.
– volume: 91
  start-page: 159
  year: 2013
  end-page: 184
  ident: bib0004
  article-title: Soft- and hard-tissue facial anthropometry in three dimensions: what's new
  publication-title: J. Anthropol. Sci.
– volume: 17
  start-page: 477
  year: 2006
  end-page: 483
  ident: bib0014
  article-title: Anthropometric precision and accuracy of digital three-dimensional photogrammetry: comparing the Genex and 3dMD imaging systems with one another and with direct anthropometry
  publication-title: J. Craniofac. Surg.
– volume: 7
  start-page: e49585
  year: 2012
  ident: bib0031
  article-title: How accurate are the fusion of cone-beam CT and 3-D stereophotographic images?
  publication-title: PLoS One
– volume: 1
  start-page: 217
  year: 2006
  end-page: 219
  ident: bib0009
  article-title: Is salt sensitivity of blood pressure linked to the cardiometabolic syndrome?
  publication-title: J. Cardiometab. Syndr.
– volume: 39
  start-page: 23
  year: 2017
  ident: bib0016
  article-title: Validation of a new three-dimensional imaging system using comparative craniofacial anthropometry
  publication-title: Maxillofac. Plast. Reconstr. Surg.
– volume: 44
  start-page: 1719
  year: 2016
  end-page: 1724
  ident: bib0024
  article-title: Evaluation of the accuracy of a mobile and a stationary system for three-dimensional facial scanning
  publication-title: J. Cranio-Maxillo-Facial Surg.
– volume: 40
  start-page: 1252
  year: 2011
  end-page: 1257
  ident: bib0003
  article-title: Variation of the face in rest using 3D stereophotogrammetry
  publication-title: Int. J. Oral Maxillofac. Surg.
– volume: 112
  start-page: 790
  year: 2017
  end-page: 799
  ident: bib0033
  article-title: 4D analysis of facial ageing using dynamic features
  publication-title: Procedia Comput. Sci.
– volume: 33
  start-page: 2115
  year: 2011
  end-page: 2121
  ident: bib0002
  article-title: Reconstructing 3D face model with associated expression deformation from a single face image via constructing a low-dimensional expression deformation manifold
  publication-title: IEEE Trans. Pattern Anal. Mach. Intell.
– volume: 29
  start-page: 213
  year: 2016
  end-page: 218
  ident: bib0015
  article-title: Evaluation of the accuracy, reliability, and reproducibility of two different 3D face-scanning systems
  publication-title: Int. J. Prosthodont.
– year: 2021
  ident: bib0019
  article-title: Evaluation of the 3D error of 2 face-scanning systems: an in vitro analysis
  publication-title: J. Prosthet. Dent.
– volume: 5
  start-page: e01880
  year: 2019
  ident: bib0010
  article-title: A comparison between 2D and 3D methods of quantifying facial morphology
  publication-title: Heliyon
– volume: 66
  start-page: 346
  year: 1980
  end-page: 355
  ident: bib0028
  article-title: Is photogrammetry of the face reliable?
  publication-title: Plast. Reconstr. Surg.
– start-page: 310
  year: 2005
  end-page: 317
  ident: bib0013
  article-title: Accuracy of 3D scanning technologies in a face scanning scenario
  publication-title: Proceedings of the Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM'05)
– volume: 70
  start-page: 441
  year: 2017
  end-page: 449
  ident: bib0021
  article-title: Comparison of three-dimensional scanner systems for craniomaxillofacial imaging
  publication-title: J. Plast. Reconstr. Aesthet. Surg.
– volume: 14
  start-page: 305
  year: 2011
  end-page: 315
  ident: bib0027
  article-title: Intersections of epigenetics, twinning and developmental asymmetries: insights into monogenic and complex diseases and a role for 3D facial analysis
  publication-title: Twin Res. Hum. Genet.
– volume: 48
  start-page: 551
  year: 1995
  end-page: 558
  ident: bib0029
  article-title: Evaluation of the laser scanner as a surface measuring tool and its accuracy compared with direct facial anthropometric measurements
  publication-title: Br. J. Plast. Surg.
– volume: 41
  start-page: 507
  year: 2004
  end-page: 518
  ident: bib0008
  article-title: Digital three-dimensional photogrammetry: evaluation of anthropometric precision and accuracy using a Genex 3D camera system
  publication-title: Cleft Palate Craniofac. J.
– volume: 16
  year: 2019
  ident: bib0018
  article-title: The accuracy of digital face scans obtained from 3d scanners: an in vitro study
  publication-title: Int. J. Environ. Res. Public Health
– year: 2022
  ident: bib0022
  article-title: A comparison between stereophotogrammetry and smartphone structured light technology for three-dimensional face scanning
  publication-title: Angle Orthod.
– volume: 12
  year: 2017
  ident: bib0017
  article-title: Three-dimensional accuracy of facial scan for facial deformities in clinics: a new evaluation method for facial scanner accuracy
  publication-title: PLoS One
– year: 2022
  ident: bib0023
  article-title: Comparison of the accuracy of different handheld-type scanners in three-dimensional facial image recognition
  publication-title: J. Prosthodont. Res.
– volume: 138
  start-page: 247
  year: 2005
  end-page: 253
  ident: bib0012
  article-title: Precision and error of three-dimensional phenotypic measures acquired from 3dMD photogrammetric images
  publication-title: Am. J. Med. Genet. A
– reference: C.H. Kau, S. Richmond, A. Zhurov, M. Ovsenik, W. Tawfik, P. Borbely, J.D. English, Use of 3-dimensional surface acquisition to study facial morphology in 5 populations, Am. J. Orthod. Dentofacial Orthop. 137(4 Suppl) (2010) S56 e1–9; discussion S56-7.
– volume: 36
  start-page: 250
  year: 2007
  end-page: 258
  ident: bib0005
  article-title: Comparison of three methods of facial measurement
  publication-title: Int. J. Oral Maxillofac. Surg.
– volume: 14
  start-page: 21
  year: 2018
  ident: bib0007
  article-title: Three dimensional evaluation of soft tissue after orthognathic surgery
  publication-title: Head Face Med.
– volume: 73
  start-page: 141
  year: 2020
  end-page: 148
  ident: bib0025
  article-title: Validation of two handheld devices against a non-portable three-dimensional surface scanner and assessment of potential use for intraoperative facial imaging
  publication-title: J. Plast. Reconstr. Aesthet. Surg.
– volume: 124
  start-page: 567
  year: 2020
  end-page: 574
  ident: bib0011
  article-title: Accuracy (trueness and precision) of a dual-structured light facial scanner and interexaminer reliability
  publication-title: J. Prosthet. Dent.
– volume: 12
  start-page: 61
  year: 2018
  end-page: 71
  ident: bib0006
  article-title: Comparison of 3D scanning versus 2D photography for the identification of facial soft-tissue landmarks
  publication-title: Open Dent. J.
– volume: 14
  start-page: 305
  issue: 4
  year: 2011
  ident: 10.1016/j.jdent.2023.104676_bib0027
  article-title: Intersections of epigenetics, twinning and developmental asymmetries: insights into monogenic and complex diseases and a role for 3D facial analysis
  publication-title: Twin Res. Hum. Genet.
  doi: 10.1375/twin.14.4.305
– volume: 66
  start-page: 346
  issue: 3
  year: 1980
  ident: 10.1016/j.jdent.2023.104676_bib0028
  article-title: Is photogrammetry of the face reliable?
  publication-title: Plast. Reconstr. Surg.
  doi: 10.1097/00006534-198066030-00004
– year: 2021
  ident: 10.1016/j.jdent.2023.104676_bib0019
  article-title: Evaluation of the 3D error of 2 face-scanning systems: an in vitro analysis
  publication-title: J. Prosthet. Dent.
– volume: 6
  start-page: 18
  year: 2010
  ident: 10.1016/j.jdent.2023.104676_bib0030
  article-title: 3D digital stereophotogrammetry: a practical guide to facial image acquisition
  publication-title: Head Face Med.
  doi: 10.1186/1746-160X-6-18
– volume: 14
  start-page: 21
  issue: 1
  year: 2018
  ident: 10.1016/j.jdent.2023.104676_bib0007
  article-title: Three dimensional evaluation of soft tissue after orthognathic surgery
  publication-title: Head Face Med.
  doi: 10.1186/s13005-018-0179-z
– volume: 17
  start-page: 477
  issue: 3
  year: 2006
  ident: 10.1016/j.jdent.2023.104676_bib0014
  article-title: Anthropometric precision and accuracy of digital three-dimensional photogrammetry: comparing the Genex and 3dMD imaging systems with one another and with direct anthropometry
  publication-title: J. Craniofac. Surg.
  doi: 10.1097/00001665-200605000-00015
– volume: 91
  start-page: 159
  year: 2013
  ident: 10.1016/j.jdent.2023.104676_bib0004
  article-title: Soft- and hard-tissue facial anthropometry in three dimensions: what's new
  publication-title: J. Anthropol. Sci.
– ident: 10.1016/j.jdent.2023.104676_bib0026
  doi: 10.1016/j.ajodo.2009.04.022
– volume: 7
  start-page: e49585
  issue: 11
  year: 2012
  ident: 10.1016/j.jdent.2023.104676_bib0031
  article-title: How accurate are the fusion of cone-beam CT and 3-D stereophotographic images?
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0049585
– volume: 5
  start-page: e01880
  issue: 6
  year: 2019
  ident: 10.1016/j.jdent.2023.104676_bib0010
  article-title: A comparison between 2D and 3D methods of quantifying facial morphology
  publication-title: Heliyon
  doi: 10.1016/j.heliyon.2019.e01880
– volume: 112
  start-page: 790
  year: 2017
  ident: 10.1016/j.jdent.2023.104676_bib0033
  article-title: 4D analysis of facial ageing using dynamic features
  publication-title: Procedia Comput. Sci.
  doi: 10.1016/j.procs.2017.08.037
– volume: 124
  start-page: 567
  issue: 5
  year: 2020
  ident: 10.1016/j.jdent.2023.104676_bib0011
  article-title: Accuracy (trueness and precision) of a dual-structured light facial scanner and interexaminer reliability
  publication-title: J. Prosthet. Dent.
  doi: 10.1016/j.prosdent.2019.10.010
– year: 2022
  ident: 10.1016/j.jdent.2023.104676_bib0023
  article-title: Comparison of the accuracy of different handheld-type scanners in three-dimensional facial image recognition
  publication-title: J. Prosthodont. Res.
– volume: 73
  start-page: 141
  issue: 1
  year: 2020
  ident: 10.1016/j.jdent.2023.104676_bib0025
  article-title: Validation of two handheld devices against a non-portable three-dimensional surface scanner and assessment of potential use for intraoperative facial imaging
  publication-title: J. Plast. Reconstr. Aesthet. Surg.
  doi: 10.1016/j.bjps.2019.07.008
– volume: 138
  start-page: 247
  issue: 3
  year: 2005
  ident: 10.1016/j.jdent.2023.104676_bib0012
  article-title: Precision and error of three-dimensional phenotypic measures acquired from 3dMD photogrammetric images
  publication-title: Am. J. Med. Genet. A
  doi: 10.1002/ajmg.a.30959
– start-page: 310
  year: 2005
  ident: 10.1016/j.jdent.2023.104676_bib0013
  article-title: Accuracy of 3D scanning technologies in a face scanning scenario
– volume: 70
  start-page: 441
  issue: 4
  year: 2017
  ident: 10.1016/j.jdent.2023.104676_bib0021
  article-title: Comparison of three-dimensional scanner systems for craniomaxillofacial imaging
  publication-title: J. Plast. Reconstr. Aesthet. Surg.
  doi: 10.1016/j.bjps.2016.12.015
– volume: 33
  start-page: 2115
  issue: 10
  year: 2011
  ident: 10.1016/j.jdent.2023.104676_bib0002
  article-title: Reconstructing 3D face model with associated expression deformation from a single face image via constructing a low-dimensional expression deformation manifold
  publication-title: IEEE Trans. Pattern Anal. Mach. Intell.
  doi: 10.1109/TPAMI.2011.88
– volume: 16
  issue: 24
  year: 2019
  ident: 10.1016/j.jdent.2023.104676_bib0018
  article-title: The accuracy of digital face scans obtained from 3d scanners: an in vitro study
  publication-title: Int. J. Environ. Res. Public Health
  doi: 10.3390/ijerph16245061
– volume: 41
  start-page: 507
  issue: 5
  year: 2004
  ident: 10.1016/j.jdent.2023.104676_bib0008
  article-title: Digital three-dimensional photogrammetry: evaluation of anthropometric precision and accuracy using a Genex 3D camera system
  publication-title: Cleft Palate Craniofac. J.
  doi: 10.1597/03-066.1
– volume: 146
  start-page: 1407
  issue: 6
  year: 2020
  ident: 10.1016/j.jdent.2023.104676_bib0020
  article-title: Three-dimensional facial scanning at the fingertips of patients and surgeons: accuracy and precision testing of iPhone X three-dimensional scanner
  publication-title: Plast. Reconstr. Surg.
  doi: 10.1097/PRS.0000000000007387
– year: 2022
  ident: 10.1016/j.jdent.2023.104676_bib0022
  article-title: A comparison between stereophotogrammetry and smartphone structured light technology for three-dimensional face scanning
  publication-title: Angle Orthod.
  doi: 10.2319/040921-290.1
– volume: 36
  start-page: 250
  issue: 3
  year: 2007
  ident: 10.1016/j.jdent.2023.104676_bib0005
  article-title: Comparison of three methods of facial measurement
  publication-title: Int. J. Oral Maxillofac. Surg.
  doi: 10.1016/j.ijom.2006.10.001
– volume: 48
  start-page: 551
  issue: 8
  year: 1995
  ident: 10.1016/j.jdent.2023.104676_bib0029
  article-title: Evaluation of the laser scanner as a surface measuring tool and its accuracy compared with direct facial anthropometric measurements
  publication-title: Br. J. Plast. Surg.
  doi: 10.1016/0007-1226(95)90043-8
– volume: 1
  start-page: 217
  issue: 3
  year: 2006
  ident: 10.1016/j.jdent.2023.104676_bib0009
  article-title: Is salt sensitivity of blood pressure linked to the cardiometabolic syndrome?
  publication-title: J. Cardiometab. Syndr.
  doi: 10.1111/j.1559-4564.2006.05613.x
– volume: 44
  start-page: 1719
  issue: 10
  year: 2016
  ident: 10.1016/j.jdent.2023.104676_bib0024
  article-title: Evaluation of the accuracy of a mobile and a stationary system for three-dimensional facial scanning
  publication-title: J. Cranio-Maxillo-Facial Surg.
  doi: 10.1016/j.jcms.2016.08.008
– volume: 10
  start-page: 4443
  issue: 1
  year: 2020
  ident: 10.1016/j.jdent.2023.104676_bib0032
  article-title: Sources of variation in the 3dMDface and vectra H1 3D facial imaging systems
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-020-61333-3
– volume: 12
  start-page: 61
  year: 2018
  ident: 10.1016/j.jdent.2023.104676_bib0006
  article-title: Comparison of 3D scanning versus 2D photography for the identification of facial soft-tissue landmarks
  publication-title: Open Dent. J.
  doi: 10.2174/1874210601812010061
– volume: 40
  start-page: 1252
  issue: 11
  year: 2011
  ident: 10.1016/j.jdent.2023.104676_bib0003
  article-title: Variation of the face in rest using 3D stereophotogrammetry
  publication-title: Int. J. Oral Maxillofac. Surg.
  doi: 10.1016/j.ijom.2011.02.033
– volume: 29
  start-page: 213
  issue: 3
  year: 2016
  ident: 10.1016/j.jdent.2023.104676_bib0015
  article-title: Evaluation of the accuracy, reliability, and reproducibility of two different 3D face-scanning systems
  publication-title: Int. J. Prosthodont.
  doi: 10.11607/ijp.4397
– volume: 18
  start-page: 629
  issue: 6
  year: 1996
  ident: 10.1016/j.jdent.2023.104676_bib0001
  article-title: Combined effects of errors in frontal-view asymmetry diagnosis
  publication-title: Eur. J. Orthod.
  doi: 10.1093/ejo/18.6.629
– volume: 12
  issue: 1
  year: 2017
  ident: 10.1016/j.jdent.2023.104676_bib0017
  article-title: Three-dimensional accuracy of facial scan for facial deformities in clinics: a new evaluation method for facial scanner accuracy
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0169402
– volume: 39
  start-page: 23
  issue: 1
  year: 2017
  ident: 10.1016/j.jdent.2023.104676_bib0016
  article-title: Validation of a new three-dimensional imaging system using comparative craniofacial anthropometry
  publication-title: Maxillofac. Plast. Reconstr. Surg.
  doi: 10.1186/s40902-017-0123-3
SSID ssj0004029
Score 2.4290023
Snippet The objective of this study was to investigate the accuracies of three-dimensional (3D) facial scanning mobile phone applications as compared to professional...
SourceID proquest
crossref
elsevier
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 104676
SubjectTerms 3D imaging
3D Photography
3D surface scanning
Craniofacial surgery
Maxillofacial surgery
Title Validation of low-cost mobile phone applications and comparison with professional imaging systems for three-dimensional facial imaging: A pilot study
URI https://www.clinicalkey.com/#!/content/1-s2.0-S0300571223002622
https://dx.doi.org/10.1016/j.jdent.2023.104676
https://www.proquest.com/docview/2857849105
Volume 137
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9swDBa69LBdij2x7lFwwI5TY0uWbO0WtMvSFutl69CbIMkykCKNg8VFb_sX-78j_Ui7YeiAXgzYIA1bpEhKIvkx9t6HTDsjcu5kjDyTpeMGFYNH77WslDCJoWrkL6d6dpYdn6vzLXYw1MJQWmVv-zub3lrr_sm4H83xaj4ff02o03qeon-jhYRAO7wtpNFqxLYnRyez05vyyKQFKyN6TgxD86E2zeuC6mH3CUS8Pe6k3iP_dlB_merW_0wfs50-cIRJ921P2FZcPmUPDynZh_DanrFf3zGk7hCSoK5gUV_zUK8buKw9znygHPQIt8-rwS1LCBscQqAtWVjdatUB88sWwwi6ds9rwAAXGhR-5CWBAvRUlaNt94H4I0xgNV_UDbSda5-zs-mnbwcz3oMu8CCLouFRm1yhz0-czitd6VjqtDTCqSzKKkkLE5IqoAiD14lTMuiyEqqUPiZZKLRJ5Qs2WuIPvWTgnDQKDUiMuOzRPpggCo-cIqKFzYtsl4lhpG3oO5ITMMbCDqlnF7YVjyXx2E48u-zDhmnVNeS4mzwbRGiHWlO0jhYdxt1sesP2hzr-n_HdoCcWJyqdvrhlrK_WVhQ4BzKMztSr-778NXtEd10u4Rs2an5cxbcYEzV-jz3Y_5nitZh-3uv1_zcQZA7F
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9xADB4hONBL1adKH9SVeuyw2Xklww3RoqUFLoWK22hmMpEWLZtVN6i3_ov-X-w8thQhKnFN7CiJPbZn_Nlm7GOIyngrcu5lSlzJ0nOLisFTCEZWWtjMUjXy8YmZnKmv5_p8je0PtTAEq-xtf2fTW2vdXxn1f3O0mE5H3zPqtJ6P0b_RRkKgHd5QWuaE69v5_RfngRsk26USMk7kQ-uhFuR1QdWwOzRCvE12UueRu93TLUPdep-DJ-xxHzbCXvdmT9lamj9jm58J6kPT2p6zPz8woO7mI0Fdwaz-xWO9bOCyDrjugRDoCW5mq8HPS4irKYRAB7KwuNGoA6aX7QQj6Jo9LwHDW2hQ9ImXNBKgp6o8HboPxLuwB4vprG6g7Vv7gp0dfDndn_B-5AKPsiganozNNXr8zJu8MpVJpRmXVnitkqyycWFjVkUUYAwm81pGU1ZClzKkTMXC2LF8ydbn-EGvGHgvrUbzkRJuekyINooiIKdIaF_zQm0xMfxpF_t-5DQWY-YG4NmFa8XjSDyuE88W-7RiWnTtOO4nV4MI3VBpirbRobu4n82s2P5Rxv8zfhj0xOEypdyLn6f6aulEgStAYWymXz_04e_Z5uT0-MgdHZ58e8Me0Z0OVfiWrTc_r9I7jI6asN1q_zUM_g6q
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Validation+of+low-cost+mobile+phone+applications+and+comparison+with+professional+imaging+systems+for+three-dimensional+facial+imaging%3A+A+pilot+study&rft.jtitle=Journal+of+dentistry&rft.au=Loy%2C+Richmond+Chang+Hoe&rft.au=Liew%2C+Melvin+Kang+Ming&rft.au=Yong%2C+Chee+Weng&rft.au=Wong%2C+Raymond+Chung+Wen&rft.date=2023-10-01&rft.pub=Elsevier+Ltd&rft.issn=0300-5712&rft.volume=137&rft_id=info:doi/10.1016%2Fj.jdent.2023.104676&rft.externalDocID=S0300571223002622
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0300-5712&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0300-5712&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0300-5712&client=summon