{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T19:12:56Z","timestamp":1776885176326,"version":"3.51.2"},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642139222","type":"print"},{"value":"9783642139239","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-13923-9_3","type":"book-chapter","created":{"date-parts":[[2010,6,7]],"date-time":"2010-06-07T13:49:41Z","timestamp":1275918581000},"page":"21-32","source":"Crossref","is-referenced-by-count":38,"title":["A Benchmark for Geometric Facial Beauty Study"],"prefix":"10.1007","author":[{"given":"Fangmei","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"3_CR1","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1038\/368186a0","volume":"368","author":"N.L. Etcoff","year":"1994","unstructured":"Etcoff, N.L.: Beauty and the beholder. Nature\u00a0368, 186\u2013187 (1994)","journal-title":"Nature"},{"key":"3_CR2","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1111\/j.1467-9280.1990.tb00079.x","volume":"1","author":"J.H. Langlois","year":"1990","unstructured":"Langlois, J.H., Roggman, L.A.: Attractive Faces are only Average. Psychological Science\u00a01, 115\u2013121 (1990)","journal-title":"Psychological Science"},{"key":"3_CR3","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1016\/S1090-5138(99)00014-8","volume":"20","author":"D.I. Perrett","year":"1999","unstructured":"Perrett, D.I., Burt, D.M., Penton-Voak, I.S., Lee, K.J., Rowland, D.A., Edwards, R.: Symmetry and Human Facial Attractiveness. Evolution and Human Behavior\u00a020, 295\u2013307 (1999)","journal-title":"Evolution and Human Behavior"},{"key":"3_CR4","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1038\/368239a0","volume":"368","author":"D.I. Perrett","year":"1994","unstructured":"Perrett, D.I., May, K.A., Yoshikawa, S.: Facial Shape and Judgements of Female Attractiveness. Nature\u00a0368, 239\u2013242 (1994)","journal-title":"Nature"},{"key":"3_CR5","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/s002669900123","volume":"21","author":"D. Wang","year":"1997","unstructured":"Wang, D., Qian, G., Zhang, M., Leslie, G.F.: Differences in Horizontal, Neoclassical Facial Cannons in Chinese (Han) and North American Caucasian Populations. Aesthetic Plastic Surgery\u00a021, 265\u2013269 (1997)","journal-title":"Aesthetic Plastic Surgery"},{"issue":"2","key":"3_CR6","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1016\/j.visres.2009.11.003","volume":"50","author":"P.M. Pallett","year":"2010","unstructured":"Pallett, P.M., Link, S., Lee, K.: New \u2018golden\u2019 ratios for facial beauty. Vision Research\u00a050(2), 149\u2013154 (2010)","journal-title":"Vision Research"},{"key":"3_CR7","doi-asserted-by":"crossref","unstructured":"Schmid, K., Marx, D., Samal, A.: Computation of a face attractiveness index based on neoclassical canons, symmetry and golden ratios. Pattern Recognition (2007)","DOI":"10.1016\/j.patcog.2007.11.022"},{"key":"3_CR8","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1068\/p3123","volume":"30","author":"G. Rhodes","year":"2001","unstructured":"Rhodes, G., Yoshikawa, S., Clark, A., Lee, K., McKay, R., Akamatsu, S.: Attractiveness of Facial Averageness and Symmetry in non-Western Cultures: In Search of Biologically based Standards of Beauty. Perception\u00a030, 611\u2013625 (2001)","journal-title":"Perception"},{"key":"3_CR9","doi-asserted-by":"publisher","first-page":"1282","DOI":"10.1016\/j.visres.2005.10.024","volume":"46","author":"D.R. Valenzano","year":"2006","unstructured":"Valenzano, D.R., Mennucci, A., Tartarelli, G., Cellerino, A.: Shape Analysis of female facial attractiveness. Vision Research\u00a046, 1282\u20131291 (2006)","journal-title":"Vision Research"},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Leyvand, T., Cohen-Or, D., Dror, G., Lischinski, D.: Data-Driven Enhancement of Facial Attractiveness. In: ACM SIGGRAPH (2008)","DOI":"10.1145\/1399504.1360637"},{"key":"3_CR11","doi-asserted-by":"crossref","unstructured":"Davis, B.C., Lazebnik, S.: Analysis of Human Attractiveness Using Manifold Kernel Regression. In: ICIP (2008)","DOI":"10.1109\/ICIP.2008.4711703"},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Liu, J., Yang, X.-b., Xi, T.-t., Gu, L.-x., Yu, Z.-y.: A Novel Method for Computer Aided Plastic Surgery Prediction (2009)","DOI":"10.1109\/BMEI.2009.5305021"},{"key":"3_CR13","doi-asserted-by":"crossref","unstructured":"Whitehill, J., Movellan, J.R.: Personalized Facial Attractive Prediction (2008)","DOI":"10.1109\/AFGR.2008.4813332"},{"key":"3_CR14","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1162\/089976606774841602","volume":"18","author":"Y. Eisenthal","year":"2006","unstructured":"Eisenthal, Y., Dror, G., Ruppin, E.: Facial Attractiveness: Beauty and the Machine. Neural Computation\u00a018, 119\u2013142 (2006)","journal-title":"Neural Computation"},{"key":"3_CR15","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1007\/s00266-007-9074-x","volume":"32","author":"B.S. Atiyeh","year":"2008","unstructured":"Atiyeh, B.S., Hayek, S.N.: Numeric Expression of Aesthetics and Beauty. Aesthetic Plastic Surgery\u00a032, 209\u2013216 (2008)","journal-title":"Aesthetic Plastic Surgery"},{"key":"3_CR16","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1080\/11250000409356545","volume":"71","author":"D.C. Adams","year":"2004","unstructured":"Adams, D.C., James Rohlf, F., Slice, D.E.: Geometric morphometrics: ten years of progress following the \u2018revolution\u2019. Ital. J. Zool.\u00a071, 5\u201316 (2004)","journal-title":"Ital. J. Zool."},{"issue":"2","key":"3_CR17","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"P. Viola","year":"2004","unstructured":"Viola, P., Jones, M.J.: Robust Real-Time Face Detection. International Journal of Computer Vision\u00a057(2), 137\u2013154 (2004)","journal-title":"International Journal of Computer Vision"},{"key":"3_CR18","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1109\/34.655647","volume":"20","author":"H.A. Rowley","year":"1998","unstructured":"Rowley, H.A., Baluja, S., Kanade, T.: Neural Network-Based Face Detection. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a020, 23\u201338 (1998)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"issue":"1","key":"3_CR19","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1006\/cviu.1995.1004","volume":"61","author":"T.F. Cootes","year":"1995","unstructured":"Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J.: Active Shape Models - Their Training and Application. Computer Vision and Image Understanding\u00a061(1), 38\u201359 (1995)","journal-title":"Computer Vision and Image Understanding"},{"issue":"7","key":"3_CR20","doi-asserted-by":"publisher","first-page":"1105","DOI":"10.1109\/TPAMI.2007.1041","volume":"29","author":"F.M. Sukno","year":"2007","unstructured":"Sukno, F.M., Ordas, S., Butakoff, C., Cruz, S., Frangi, A.F.: Active Shape Models with Invariant Optimal Features: Application to Facial Analysis. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a029(7), 1105\u20131117 (2007)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"3_CR21","volume-title":"Statistical Shape Analysis","author":"I.L. Dryden","year":"1998","unstructured":"Dryden, I.L., Mardia, K.V.: Statistical Shape Analysis. John Wiley, Chichester (1998)"},{"key":"3_CR22","doi-asserted-by":"publisher","first-page":"132","DOI":"10.1109\/83.817604","volume":"9","author":"C. Liu","year":"2000","unstructured":"Liu, C., Wechsler, H.: Robust Coding Schemes for Indexing and Retrival from Large Face Databases. IEEE Trans. Image Processing\u00a09, 132\u2013137 (2000)","journal-title":"IEEE Trans. Image Processing"},{"key":"3_CR23","doi-asserted-by":"publisher","DOI":"10.1201\/9780203910894","volume-title":"Tesing for normality","author":"H.C. Thode","year":"2002","unstructured":"Thode, H.C.: Tesing for normality. Marcel Dekker, New York (2002)"}],"container-title":["Lecture Notes in Computer Science","Medical Biometrics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-13923-9_3.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T02:45:29Z","timestamp":1606185929000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-13923-9_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642139222","9783642139239"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-13923-9_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010]]}}}