{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T04:37:26Z","timestamp":1759207046740,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":25,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540886921"},{"type":"electronic","value":"9783540886938"}],"license":[{"start":{"date-parts":[[2008,1,1]],"date-time":"2008-01-01T00:00:00Z","timestamp":1199145600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-88693-8_36","type":"book-chapter","created":{"date-parts":[[2008,10,10]],"date-time":"2008-10-10T20:49:12Z","timestamp":1223671752000},"page":"492-503","source":"Crossref","is-referenced-by-count":11,"title":["Sample Sufficiency and PCA Dimension for Statistical Shape Models"],"prefix":"10.1007","author":[{"given":"Lin","family":"Mei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Figl","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ara","family":"Darzi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Rueckert","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philip","family":"Edwards","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"36_CR1","doi-asserted-by":"crossref","unstructured":"Cootes, F., Hill, A., Taylor, C., Haslam, J.: The use of active shape models for locating structures in medical images. In: Proc. IPMI, pp. 33\u201347 (1993)","DOI":"10.1007\/BFb0013779"},{"issue":"1","key":"36_CR2","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1006\/cviu.1995.1004","volume":"61","author":"T. Cootes","year":"1995","unstructured":"Cootes, T., Taylor, C., Cooper, D., Graham, J.: Active shape models and their training and application. Comput. Vis. Image Underst.\u00a061(1), 38\u201359 (1995)","journal-title":"Comput. Vis. Image Underst."},{"issue":"7","key":"36_CR3","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.: Active shape models with invariant optimal features: Application to facial analysis. IEEE Trans. Pattern Anal. Mach. Intell.\u00a029(7), 1105\u20131117 (2007) (Senior Member-Alejandro F. Frangi)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"6","key":"36_CR4","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1109\/34.927467","volume":"23","author":"T. Cootes","year":"2001","unstructured":"Cootes, T., Edwards, G., Taylor, C.: Active appearance models. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a023(6), 681\u2013685 (2001)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"36_CR5","doi-asserted-by":"publisher","first-page":"1063","DOI":"10.1109\/TPAMI.2003.1227983","volume":"25","author":"V. Blanz","year":"2003","unstructured":"Blanz, V., Vetter, T.: Face recognition based on fitting a 3D morphable model. IEEE Transactions On Pattern Analysis And Machine Intelligence\u00a025, 1063\u20131074 (2003)","journal-title":"IEEE Transactions On Pattern Analysis And Machine Intelligence"},{"key":"36_CR6","unstructured":"Osborne, J., Costello, A.: Sample size and subject to item ratio in principal components analysis. Practical Assessment, Research and Evaluation 9(11) (2004)"},{"key":"36_CR7","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1037\/0033-2909.103.2.265","volume":"103","author":"E. Guadagnoli","year":"1988","unstructured":"Guadagnoli, E., Velicer, W.: Relation of sample size to the stability of component patterns. Psychological Bulletin\u00a0103, 265\u2013275 (1988)","journal-title":"Psychological Bulletin"},{"key":"36_CR8","first-page":"23","volume":"1","author":"P. Barrett","year":"1981","unstructured":"Barrett, P., Kline, P.: The observation to variable ratio in factor analysis. Personality Study and Group Behavior\u00a01, 23\u201333 (1981)","journal-title":"Personality Study and Group Behavior"},{"issue":"2","key":"36_CR9","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1177\/014662168500900205","volume":"9","author":"W. Arrindell","year":"1985","unstructured":"Arrindell, W., van der Ende, J.: An empirical test of the utility of the observations-to-variables ratio in factor and components analysis. Applied Psychological Measurement\u00a09(2), 165\u2013178 (1985)","journal-title":"Applied Psychological Measurement"},{"issue":"3","key":"36_CR10","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1207\/s15327906mbr1703_5","volume":"17","author":"W. Velicer","year":"1982","unstructured":"Velicer, W., Peacock, A., Jackson, D.: A comparison of component and factor patterns: A monte carlo approach. Multivariate Behavioral Research\u00a017(3), 371\u2013388 (1982)","journal-title":"Multivariate Behavioral Research"},{"issue":"2","key":"36_CR11","doi-asserted-by":"publisher","first-page":"266","DOI":"10.1037\/h0035429","volume":"58","author":"L. Aleamoni","year":"1973","unstructured":"Aleamoni, L.: Effects of size of sample on eigenvalues, observed communalities, and factor loadings. Journal of Applied Psychology\u00a058(2), 266\u2013269 (1973)","journal-title":"Journal of Applied Psychology"},{"key":"36_CR12","volume-title":"A First Course in Factor Analysis","author":"A. Comfrey","year":"1992","unstructured":"Comfrey, A., Lee, H.: A First Course in Factor Analysis. Lawrence Erlbaum, Hillsdale (1992)"},{"key":"36_CR13","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1037\/1082-989X.4.1.84","volume":"4","author":"R. MacCallum","year":"1999","unstructured":"MacCallum, R., Widaman, K., Zhang, S., Hong, S.: Sample size in factor analysis. Psychological Methods\u00a04, 84\u201399 (1999)","journal-title":"Psychological Methods"},{"key":"36_CR14","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1207\/S15327906MBR3604_06","volume":"36","author":"R. MacCallum","year":"2001","unstructured":"MacCallum, R., Widaman, K., Hong, K.P.S.: Sample size in factor analysis: The role of model error. Multivariate Behavioral Research\u00a036, 611\u2013637 (2001)","journal-title":"Multivariate Behavioral Research"},{"key":"36_CR15","doi-asserted-by":"publisher","first-page":"2204","DOI":"10.2307\/1939574","volume":"74","author":"D. Jackson","year":"1993","unstructured":"Jackson, D.: Stopping rules in principal components analysis: a comparison of heuristical and statistical approaches. Ecology\u00a074, 2204\u20132214 (1993)","journal-title":"Ecology"},{"key":"36_CR16","volume-title":"Principal Component Analysis","author":"I. Jolliffe","year":"2002","unstructured":"Jolliffe, I.: Principal Component Analysis, 2nd edn. Springer, Heidelberg (2002)","edition":"2"},{"issue":"3","key":"36_CR17","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1007\/BF02294380","volume":"60","author":"A. Sinha","year":"2006","unstructured":"Sinha, A., Buchanan, B.: Assessing the stability of principal components using regression. Psychometrika\u00a060(3), 355\u2013369 (2006)","journal-title":"Psychometrika"},{"key":"36_CR18","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1080\/02331888808802095","volume":"19","author":"J. Daudin","year":"1988","unstructured":"Daudin, J., Duby, C., Trecourt, P.: Stability of principal component analysis studied by the bootstrap method. Statistics\u00a019, 341\u2013358 (1988)","journal-title":"Statistics"},{"key":"36_CR19","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1016\/0167-7152(92)90115-L","volume":"13","author":"P. Besse","year":"1992","unstructured":"Besse, P.: PCA stability and choice of dimensionality. Statistics& Probability\u00a013, 405\u2013410 (1992)","journal-title":"Statistics& Probability"},{"key":"36_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1007\/11866565_18","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2006","author":"K. Babalola","year":"2006","unstructured":"Babalola, K., Cootes, T., Patenaude, B., Rao, A., Jenkinson, M.: Comparing the similarity of statistical shape models using the bhattacharya metric. In: Larsen, R., Nielsen, M., Sporring, J. (eds.) MICCAI 2006. LNCS, vol.\u00a04190, pp. 142\u2013150. Springer, Heidelberg (2006)"},{"key":"36_CR21","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1007\/978-3-642-52468-4_11","volume-title":"Computer Intensive Methods in Statistics","author":"P. Besse","year":"1993","unstructured":"Besse, P., de Falguerolles, A.: Application of resampling methods to the choice of dimension in PCA. In: Hardle, W., Simar, L. (eds.) Computer Intensive Methods in Statistics, pp. 167\u2013176. Physica-Verlag, Heidelberg (1993)"},{"key":"36_CR22","unstructured":"University of Notre Dame Computer Vision Research Laboratory: Biometrics database distribution (2007), \n                    \n                      http:\/\/www.nd.edu\/~cvrl\/UNDBiometricsDatabase.html"},{"key":"36_CR23","unstructured":"Papatheodorou, T.: 3D Face Recognition Using Rigid and Non-Rigid Surface Registration. PhD thesis, VIP Group, Department of Computing, Imperial College, London University (2006)"},{"key":"36_CR24","unstructured":"Cootes, T.: The AR face database 22 point markup (N\/A), \n                    \n                      http:\/\/www.isbe.man.ac.uk\/~bim\/data\/tarfd_markup\/tarfd_markup.html"},{"key":"36_CR25","unstructured":"Martinez, A., Benavente, R.: The AR face database (2007), \n                    \n                      http:\/\/cobweb.ecn.purdue.edu\/~aleix\/aleix_face_DB.html"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2008"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-88693-8_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,12,18]],"date-time":"2019-12-18T06:38:26Z","timestamp":1576651106000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-88693-8_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540886921","9783540886938"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-88693-8_36","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}