Analysis of surgical outcome after upper eyelid surgery by computer vision algorithm using face and facial landmark detection

[1] Schwartz MS(1990)Standardized photo documentation in facial plastic surgery Facial Plast Surg 7 1-12

[2] Tardy ME(2001)Standardizing digital photography: it's not all in the eye of the beholder Plast Reconstr Surg 108 1334-1344

[3] Galdino GM(1995)Medicolegal aspects of otolaryngologic, facial plastic and reconstructive surgery Facial Plast Surg 11 105-111

[4] Vogel JE(2001)Face detection: a survey Comput Vis Image Underst 83 236-274

[5] Vander Kolk CA(2019)Facial landmark detection: a literature survey Int J Comput Vision 127 115-142

[6] Kalter PO(2009)Dlib-ml: A machine learning toolkit J Mach Learn Res 10 1755-1758

[7] Baan B(2010)In the eye of the beholder: a survey of models for eyes and gaze IEEE Trans Pattern Anal Mach Intell 32 478-500

[8] Vuyk H(1998)Digital image processing measurement of the upper eyelid contour in graves disease and congenital blepharoptosis Ophthalmology 105 913-918

[9] Hjelmas E(1999)Quantification of palpebral fissure shape in severe congenital blepharoptosis Ophthal Plast Reconstr Surg 15 232-235

[10] Low BK(2005)External levator advancement vs Müller’s muscle-conjunctival resection for correction of upper eyelid involutional ptosis Am J Ophthalmol 140 426-432

[1] Schwartz MS(1990)Standardized photo documentation in facial plastic surgery Facial Plast Surg 7 1-12

[2] Tardy ME(2001)Standardizing digital photography: it's not all in the eye of the beholder Plast Reconstr Surg 108 1334-1344

[3] Galdino GM(1995)Medicolegal aspects of otolaryngologic, facial plastic and reconstructive surgery Facial Plast Surg 11 105-111

[4] Vogel JE(2001)Face detection: a survey Comput Vis Image Underst 83 236-274

[5] Vander Kolk CA(2019)Facial landmark detection: a literature survey Int J Comput Vision 127 115-142

[6] Kalter PO(2009)Dlib-ml: A machine learning toolkit J Mach Learn Res 10 1755-1758

[7] Baan B(2010)In the eye of the beholder: a survey of models for eyes and gaze IEEE Trans Pattern Anal Mach Intell 32 478-500

[8] Vuyk H(1998)Digital image processing measurement of the upper eyelid contour in graves disease and congenital blepharoptosis Ophthalmology 105 913-918

[9] Hjelmas E(1999)Quantification of palpebral fissure shape in severe congenital blepharoptosis Ophthal Plast Reconstr Surg 15 232-235

[10] Low BK(2005)External levator advancement vs Müller’s muscle-conjunctival resection for correction of upper eyelid involutional ptosis Am J Ophthalmol 140 426-432