A Pilot Study on the Influence of Facial Expression on Measurements in Three-Dimensional Digital Surfaces of the Face in Infants with Cleft Lip and Palate

Aldridge K. , Boyadjiev S.A. , Capone G.T. , DeLeon V.B. , Richtsmeier J.T. Precision and error of three-dimensional phenotypic measures acquired from 3dMD photogrammetric images. Am J Med Genet A. 2005; 138A: 247–253.

Al-Omari I. , Millett D.T. , Ayoub A.F. Methods of assessment of cleft-related facial deformity: a review. Cleft Palate Craniofac J. 2005; 42: 145–156.

Ayoub A. , Garrahy A. , Hood C. , White J. , Bock M. , Siebert J.P. , Spencer R. , Ray A. Validation of a vision-based, three-dimensional facial imaging system. Cleft Palate Craniofac J. 2003; 40: 523–529.

Bartlett M.S. , Littleworth G. , Fasel I. , Movellan J.R. Real time face detection and facial expression recognition: development and applications to human computer interaction. In: Proceedings of Computer Vision and Pattern Recognition Workshop (CVPRW'03). Madison, WI: IEEE Computer Society; 2003: 53–58.

Bartlett M.S. , Littlewort G.C. , Frank M.G. , Lee K. Automatic decoding of facial movements reveals deceptive pain expressions. Curr Biol. 2014; 24: 738–743.

Baynam G. , Walters M. , Claes P. , Kung S. , LeSouef P. , Dawkins H. , Gillett D. , Goldblatt J. The facial evolution: looking backward and moving forward. Hum Mutat. 2013; 34: 14–22.

Boehnen C. , Flynn P. Accuracy of 3D scanning technologies in a face scanning scenario. In: Proceedings of the Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM '05), Washington, DC: IEEE Computer Society; 2005: 310–317.

Bookstein F.L. Thin-plate splines and the atlas problem for biomedical images. Inf Process Med Imaging. 1991; 511: 326–342.

Bugaighis I. , Mattick C.R. , Tiddeman B. , Hobson R. 3D facial morphometry in children with oral clefts. Cleft Palate Craniofac J. 2014; 51: 452–461.

Bugaighis I. , O'Higgins P. , Tiddeman B. , Mattick C. , Ben Ali O. , Hobson R. Three-dimensional geometric morphometrics applied to the study of children with cleft lip and/or palate from the North East of England. Eur J Orthod. 2010; 32: 514–521.

Darvann T.A. , Ólafsdóttir H. , Hermann N.V. , Larsen P. , Lanche S. , Larsen R. , Ersbøll B.K. , Govier D. , Van Pelt A.E. , Kane A.A. . On the measurement of craniofacial asymmetry. In: Takada K. , Kreiborg S. , eds. In Silico Dentistry—The Evolution of Computational Oral Health Science. Osaka: Medigit; 2008: 37–41.

Demant S. , Hermann N.V. , Darvann T.A. , Zak M. , Schatz H. , Larsen P. , Kreiborg S. 3D analysis of facial asymmetry in subjects with juvenile idiopathic arthritis. Rheumatology (Oxford). 2011; 50: 586–592.

Duffy S. , Noar J.H. , Evans R.D. , Sanders R. Three-dimensional analysis of the child cleft face. Cleft Palate Craniofac J. 2000; 37: 137–144.

Djordjevic J. , Lewis B.M. , Donaghy C.E. , Zhurov A.I. , Knox J. , Hunter L. , Richmond S. Facial shape and asymmetry in 5-year-old children with repaired unilateral cleft lip and/or palate: an exploratory study using laser scanning. Eur J Orthod. 2014; 36: 497–505.

Frey M. , Tzou C.H. , Michaelidou M. , Pona I. , Hold A. , Placheta E. , Kitzinger H.B. 3D video analysis of facial movements. Facial Plast Surg Clin North Am. 2011; 19: 639–646.

Giovanoli P. , Tzou C.H. , Ploner M. , Frey M. Three-dimensional video-analysis of facial movements in healthy volunteers. Br J Plast Surg. 2003; 56: 644–652.

Hammond P. , Suttie M. Large-scale objective phenotyping of 3D facial morphology. Hum Mutat. 2012; 33: 817–825.

Heike C.L. , Upson K. , Stuhaug E. , Weinberg S.M. 3D digital stereophotogrammetry: a practical guide to facial image acquisition. Head Face Med. 2010; 6: 18. doi: 10.1186/1746-160X-6-18.

Hood C.A. , Bock M. , Hosey M.T. , Bowman A. , Ayoub A.F. Facial asymmetry—3D assessment of infants with cleft lip & palate. Int J Paediatr Dent. 2003; 13: 404–110.

Hood C.A. , Hosey M.T. , Bock M. , White J. , Ray A. , Ayoub A.F. Facial characterization of infants with cleft lip and palate using a three-dimensional capture technique. Cleft Palate Craniofac J. 2004; 41: 27–35.

Hutton T.J. , Buxton B.F. , Hammond P. , Potts H.W. Estimating average growth trajectories in shape-space using kernel smoothing. IEEE Trans Med Imaging. 2003; 22: 747–753.

Johnston D.J. , Millett D.T. , Ayoub A.F. , Bock M. Are facial expressions reproducible? Cleft Palate Craniofac J. 2003; 40: 291–296.

Kau C.H. , Richmond S. , Incrapera A. , English J. , Xia J.J. Three-dimensional surface acquisition systems for the study of facial morphology and their application to maxillofacial surgery. Int J Med Robotics Comput Assist Surg. 2007; 3: 97–110.

Kau C.H. , Zhurov A. , Scheer R. , Bouwman S. , Richmond S. The feasibility of measuring three-dimensional facial morphology in children. Orthod Craniofac Res. 2004; 7: 198–204.

Krimmel M. , Kluba S. , Bacher M. , Dietz K. , Reinert S. Digital surface photogrammetry for anthropometric analysis of the cleft infant face. Cleft Palate Craniofac J. 2006; 43: 350–355.

Krimmel M. , Kluba S. , Dietz K. , Reinert S. Assessment of precision and accuracy of digital surface photogrammetry with the DSP 400 system. Biomed Tech (Berl). 2005; 50: 45–53.

Larsen P. , Darvann T.A. , Hermann N.V. , Krarup S. , Kreiborg S. Reproducibility of normal facial expression in 3dMD surface scans. In: Takada K. , Kreiborg S. , eds. In Silico Dentistry—The Evolution of Computational Oral Health Science. Osaka: Medigit; 2008: 71–73.

Li G. , Wei J. , Wang X. , Wu G. , Ma D. , Wang B. , Liu Y. , Feng X. Three-dimensional facial anthropometry of unilateral cleft lip infants with a structured light scanning system. J Plast Reconstr Aesthet Surg. 2013; 66: 1109–1116.

Lübbers H.T. , Medinger L. , Kruse A. , Grätz K.W. , Matthews F. Precision and accuracy of the 3dMD photogrammetric system in craniomaxillofacial application. J Craniofac Surg. 2010; 21: 763–767.

Lübbers H.T. , Medinger L. , Kruse A.L. , Grätz K.W. , Obwegeser J.A. , Matthews F. The influence of involuntary facial movements on craniofacial anthropometry: a survey using a three-dimensional photographic system. Br J Oral Maxillofac Surg. 2012; 50: 171–175.

Mori A. , Nakajima T. , Kaneko T. , Sakuma H. , Aoki Y. Analysis of 109 Japanese children's lip and nose shapes using 3-dimensional digitizer. Br J Plast Surg. 2005; 58: 318–329.

Mutsvangwa T.E. , Veeraragoo M. , Douglas T.S. Precision assessment of stereo-photogrammetrically derived facial landmarks in infants. Ann Anat. 2011; 193: 100–105.

Ort R. , Metzler P. , Kruse A.L. , Matthews F. , Zemann W. , Grätz K.W. , Luebbers H.T. The reliability of a three-dimensional photo system-(3dMDface-) based evaluation of the face in cleft lip infants. Plast Surg Int. 2012; 2012: 138090. Published August 5, 2012. doi: 10.1155/2012/138090.

Schwenzer-Zimmerer K. , Boerner B.I. , Schwenzer N.F. , Müller A.A. , Juergens P. , Ringenbach A. , Schkommodau E. , Zeilhofer H.F. Facial acquisition by dynamic optical tracked laser imaging: a new approach. J Plast Reconstr Aesthet Surg. 2009; 62: 1181–1186.

Schwenzer-Zimmerer K. , Chaitidis D. , Berg-Boerner I. , Krol Z. , Kovacs L. , Schwenzer N.F. , Zimmerer S. , Holberg C. , Zeilhofer H-F . Quantitative 3D soft tissue analysis of symmetry prior to and after unilateral cleft lip repair compared with non-cleft persons (performed in Cambodia). J Craniomaxillofac Surg. 2008a; 36: 431–438.

Schwenzer-Zimmerer K. , Chaitidis D. , Boerner I. , Kovacs L. , Schwenzer N.F. , Holberg C. , Zeilhofer H.F. Systematic contact-free 3D topometry of the soft tissue profile in cleft lips. Cleft Palate Craniofac J. 2008b; 45: 607–613.

Singh G.D. , Levy-Bercowski D. , Santiago P.E. Three-dimensional nasal changes following nasoalveolar molding in patients with unilateral cleft lip and palate: geometric morphometrics. Cleft Palate Craniofac J. 2005; 42: 403–409.

Singh G.D. , Levy-Bercowski D. , Yáñez M.A. , Santiago P.E. Three-dimensional facial morphology following surgical repair of unilateral cleft lip and palate in patients after nasoalveolar molding. Orthod Craniofac Res. 2007; 10: 161–166.

Stauber I. , Vairaktaris E. , Holst A. , Schuster M. , Hirschfelder U. , Neukam F.W. , Nkenke E. Three-dimensional analysis of facial symmetry in cleft lip and palate patients using optical surface data. J Orofac Orthop. 2008; 69: 268–282.

Susskind J.M. , Littlewort G. , Bartlett M.S. , Movellan J. , Anderson A.K. Human and computer recognition of facial expressions of emotion. Neuropsychologia. 2007; 45: 152–162.

Tian Y-L , Kanade T. , Cohn J.F. Facial expression analysis. In: Li S.Z. , Anil K. , eds. Handbook of Face Recognition. Berlin: Springer; 2005: 247–275.

Trotman C.A. Faces in 4 dimensions: Why do we care, and why the fourth dimension? Am J Orthod Dentofacial Orthop. 2011; 140: 895–899.

Trotman C.A. , Faraway J.J. , Phillips C. Visual and statistical modeling of facial movement in patients with cleft lip and palate. Cleft Palate Craniofac J. 2005; 42: 245–254.

Weinberg S.M. , Naidoo S. , Govier D.P. , Martin R.A. , Kane A.A. , Marazita M.L. Anthropometric precision and accuracy of digital three-dimensional photogrammetry: comparing the Genex and 3dMD imaging systems with one another and with direct anthropometry. J Craniofac Surg. 2006; 17: 477–183.

White J.E. , Ayoub A.F. , Hosey M.T. , Bock M. , Bowman A. , Bowman J. , Siebert J.P. , Ray A. Three-dimensional facial characteristics of Caucasian infants without cleft and correlation with body measurements. Cleft Palate Craniofac J. 2004; 41: 593–602.

Whitehill J. , Littlewort G. , Fasel I. , Bartlett M. , Movellan J. Toward practical smile detection. IEEE Trans Pattern Anal Mach Intell. 2009; 31: 2106–2111.

Winder R.J. , Darvann T.A. , McKnight W. , Magee J.D. , Ramsay-Baggs P. Technical validation of the Di3D stereophotogrammetry surface imaging system. Br J Oral Maxillofac Surg. 2008; 46: 33–37.

Wong J.Y. , Oh A.K. , Ohta E. , Hunt A.T. , Rogers G.F. , Mulliken J.B. , Deutsch C.K. Validity and reliability of craniofacial anthropometric measurement of 3D digital photogrammetric images. Cleft Palate Craniofac J. 2008; 45: 232–239.

Zhang Z. Iterative point matching for registration of free-form curves and surfaces. Int J Comput Vision. 1994; 13: 119–152.

Zreaqat M. , Hassan R. , Halim A.S. Facial dimensions of Malay children with repaired unilateral cleft lip and palate: a three-dimensional analysis. Int J Oral Maxillofac Surg. 2012; 41: 783–788.