{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T14:02:34Z","timestamp":1772200954293,"version":"3.50.1"},"reference-count":27,"publisher":"ASME International","issue":"3","funder":[{"DOI":"10.13039\/501100004663","name":"\"Ministry of Science and Technology, Taiwan\"","doi-asserted-by":"publisher","award":["MOST 102-2221-E-007"],"award-info":[{"award-number":["MOST 102-2221-E-007"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["asmedigitalcollection.asme.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,9,1]]},"abstract":"<jats:p>Cosmetic mask is a popular skincare product widely accepted by the youth and female. Most cosmetic masks in the current market offer very few sizes to choose from, thus producing misfit masks with reduced wearing comfort and skincare functionality. This paper describes how to realize customized design of cosmetic masks using three-dimensional (3D) parametric face models derived from a large amount of scanned facial data. The parametric models approximate individual faces using a nonlinear regression model controlled by a set of facial parameters easy to be measured. They serve as effective reference geometry to conduct 3D mask design. A prototyping mask design system implementing the parametric modeling method demonstrates the customized design process. The system allows the user to construct the mask shape directly on 3D meshes of a face model by specifying inner and outer boundary curves. An automatic flattening function unfolds the trimmed meshes into a two-dimensional (2D) pattern with a reduced shape distortion. This research enhances the practical value of large-scale anthropometric data by realizing human centric design customization using cosmetic facial mask as an example.<\/jats:p>","DOI":"10.1115\/1.4039335","type":"journal-article","created":{"date-parts":[[2018,2,14]],"date-time":"2018-02-14T14:54:49Z","timestamp":1518620089000},"update-policy":"https:\/\/doi.org\/10.1115\/crossmarkpolicy-asme","source":"Crossref","is-referenced-by-count":8,"title":["Mass Customized Design of Cosmetic Masks Using Three-Dimensional Parametric Human Face Models Constructed From Anthropometric Data"],"prefix":"10.1115","volume":"18","author":[{"given":"Chih-Hsing","family":"Chu","sequence":"first","affiliation":[{"name":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 30013, Taiwan"}]},{"given":"I-Jan","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 30013, Taiwan e-mail:"}]}],"member":"33","published-online":{"date-parts":[[2018,6,12]]},"reference":[{"issue":"5","key":"2019100603553967200_bib1","doi-asserted-by":"publisher","first-page":"877","DOI":"10.1007\/s10845-012-0691-0","article-title":"Mass Customization in the Product Life Cycle","volume":"24","journal-title":"J. Intell. Manuf."},{"key":"2019100603553967200_bib2","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.ergon.2014.11.003","article-title":"Evaluating the Effect of Interactions Between Appearance-Related Product Designs and Facial Characteristics on Social Affectivity","volume":"45","journal-title":"Int. J. Ind. Ergon."},{"key":"2019100603553967200_bib3","year":"2017"},{"key":"2019100603553967200_bib4","volume-title":"Human Factor in Engineering and Design, Seventh Edition","year":"1993"},{"issue":"1","key":"2019100603553967200_bib5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s40691-016-0057-x","article-title":"The Use of Laser in Garment Manufacturing: An Overview","volume":"5","year":"2016","journal-title":"Fashion Text."},{"issue":"3","key":"2019100603553967200_bib6","first-page":"1","article-title":"Size-Specific Analysis of Body Scan Data to Improve Apparel Fit","volume":"4","year":"2005","journal-title":"J. Text. Apparel Technol. Manage."},{"issue":"1","key":"2019100603553967200_bib7","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1016\/j.apergo.2006.12.005","article-title":"Incorporating Anthropometry Into Design of Ear-Related Products","volume":"39","year":"2008","journal-title":"Appl. Ergon."},{"issue":"2","key":"2019100603553967200_bib8","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1108\/EUM0000000007283","article-title":"3D Body Scanning Systems With Application to the Apparel Industry","volume":"5","year":"2001","journal-title":"J. Fashion Mark. Manage."},{"issue":"2","key":"2019100603553967200_bib9","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1108\/13552540610652438","article-title":"Rapid Manufacture of Removable Partial Denture Frameworks","volume":"12","year":"2006","journal-title":"Rapid Prototyping J."},{"issue":"4","key":"2019100603553967200_bib10","doi-asserted-by":"publisher","first-page":"835","DOI":"10.1117\/1.1756595","article-title":"Design of Hearing Aid Shells by Three Dimensional Laser Scanning and Mesh Reconstruction","volume":"9","year":"2004","journal-title":"J. Biomed. Opt."},{"key":"2019100603553967200_bib11","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1016\/j.cad.2017.06.004","article-title":"Product Sizing With 3D Anthropometry and K-Medoids Clustering","volume":"91","year":"2017","journal-title":"Comput.-Aided Des."},{"key":"2019100603553967200_bib12","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1016\/j.cad.2011.01.011","article-title":"The 3D Chinese Head and Face Modeling","volume":"44","year":"2012","journal-title":"Comput.-Aided Des."},{"key":"2019100603553967200_bib13","doi-asserted-by":"crossref","unstructured":"Shah, P. B., and Luximon, Y., 2017, \u201cReview on 3D Scanners for Head and Face Modeling,\u201d International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, Vancouver, BC, Canada, July 9\u201314, pp. 47\u201356.","DOI":"10.1007\/978-3-319-58463-8_5"},{"key":"2019100603553967200_bib14","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/j.apergo.2016.08.031","article-title":"3D Digital Headform Models of Australian Cyclists","volume":"59","year":"2017","journal-title":"Appl. Ergon."},{"issue":"3","key":"2019100603553967200_bib15","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1007\/s12541-015-0066-5","article-title":"Design Customization of Respiratory Mask Based on 3D Face Anthropometric Data","volume":"16","year":"2015","journal-title":"Int. J. Precis. Eng. Manuf."},{"key":"2019100603553967200_bib16","doi-asserted-by":"publisher","first-page":"491","year":"2014","DOI":"10.1109\/IEEM.2014.7058686"},{"key":"2019100603553967200_bib17","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/j.aei.2017.03.001","article-title":"3D Parametric Human Face Modeling for Personalized Product Design: Eyeglasses Frame Design Case","volume":"32","year":"2017","journal-title":"Adv. Eng. Inf."},{"issue":"12","key":"2019100603553967200_bib18","doi-asserted-by":"publisher","first-page":"987","DOI":"10.1007\/s00371-007-0167-y","article-title":"A Robust Hole-Filling Algorithm for Triangular Mesh","volume":"23","journal-title":"Visual Comput."},{"key":"2019100603553967200_bib19","doi-asserted-by":"crossref","unstructured":"Turk, G., and Levoy, M., 1994, \u201cZippered Polygon Meshes From Range Images,\u201d 21st ACM Annual Conference on Computer Graphics and Interactive Techniques, Orlando, FL, July 24\u201329, pp. 311\u2013318.https:\/\/graphics.stanford.edu\/papers\/zipper\/zipper.pdf","DOI":"10.1145\/192161.192241"},{"key":"2019100603553967200_bib20","doi-asserted-by":"crossref","unstructured":"Attene, M., and Falcidieno, B., 2006, \u201cReMESH: An Interactive Environment to Edit and Repair Triangle Meshes,\u201d IEEE International Conference on Shape Modeling and Applications (SMI'06), Matsushima, Japan, June 14\u201316, pp. 41\u201341.10.1109\/SMI.2006.29","DOI":"10.1109\/SMI.2006.29"},{"issue":"1","key":"2019100603553967200_bib21","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/S0167-8396(03)00002-5","article-title":"Mean Value Coordinates","volume":"20","year":"2003","journal-title":"Comput. Aided Geom. Des."},{"issue":"6","key":"2019100603553967200_bib22","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1109\/MCG.2009.155","article-title":"From Designing Products to Fabricating Them From Planar Materials","volume":"30","year":"2010","journal-title":"IEEE Comput. Graph. Appl."},{"key":"2019100603553967200_bib23","unstructured":"Schr\u00f6der, P., Zorin, D., DeRose, T., Forsey, D. R., Kobbelt, L., Lounsbery, M., and Peters, J., 2000, \u201cSubdivision for Modeling and Animation,\u201d SIGGRAPH 2000 Course Notes."},{"issue":"1\u20134","key":"2019100603553967200_bib24","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/BF01553881","article-title":"Constrained Delaunay Triangulations","volume":"4","year":"1989","journal-title":"Algorithmica"},{"issue":"3","key":"2019100603553967200_bib25","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1016\/j.cad.2007.11.011","article-title":"WireWarping: A Fast Surface Flattening Approach With Length-Preserved Feature Curves","volume":"40","year":"2008","journal-title":"Comput.-Aided Des."},{"issue":"10","key":"2019100603553967200_bib26","doi-asserted-by":"publisher","first-page":"1678","DOI":"10.1109\/TVCG.2011.115","article-title":"Efficient Optimization of Common Base Domains for Cross Parameterization","volume":"18","year":"2012","journal-title":"IEEE Trans. Visualization Comput. Graph."},{"key":"2019100603553967200_bib27","doi-asserted-by":"crossref","unstructured":"Besl, P. J., and McKay, N. D., 1992, \u201cMethod for Registration of 3-D Shapes,\u201d Sensor Fusion IV: Control Paradigms and Data Structures, Boston, MA, Nov. 12\u201315, pp. 586\u2013607.","DOI":"10.1117\/12.57955"}],"container-title":["Journal of Computing and Information Science in Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/asmedigitalcollection.asme.org\/computingengineering\/article-pdf\/doi\/10.1115\/1.4039335\/5997822\/jcise_018_03_034501.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"http:\/\/asmedigitalcollection.asme.org\/computingengineering\/article-pdf\/doi\/10.1115\/1.4039335\/5997822\/jcise_018_03_034501.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T20:57:08Z","timestamp":1751403428000},"score":1,"resource":{"primary":{"URL":"https:\/\/asmedigitalcollection.asme.org\/computingengineering\/article\/doi\/10.1115\/1.4039335\/367999\/Mass-Customized-Design-of-Cosmetic-Masks-Using"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,12]]},"references-count":27,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2018,9,1]]}},"URL":"https:\/\/doi.org\/10.1115\/1.4039335","relation":{},"ISSN":["1530-9827","1944-7078"],"issn-type":[{"value":"1530-9827","type":"print"},{"value":"1944-7078","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,6,12]]},"article-number":"034501"}}