{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T10:15:16Z","timestamp":1760955316977},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2011,8,11]],"date-time":"2011-08-11T00:00:00Z","timestamp":1313020800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pattern Anal Applic"],"published-print":{"date-parts":[[2011,11]]},"DOI":"10.1007\/s10044-011-0229-7","type":"journal-article","created":{"date-parts":[[2011,8,10]],"date-time":"2011-08-10T04:37:21Z","timestamp":1312951041000},"page":"329-348","source":"Crossref","is-referenced-by-count":23,"title":["Iris recognition using shape-guided approach and game theory"],"prefix":"10.1007","volume":"14","author":[{"given":"Kaushik","family":"Roy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Prabir","family":"Bhattacharya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ching Y.","family":"Suen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2011,8,11]]},"reference":[{"key":"229_CR1","doi-asserted-by":"crossref","first-page":"1148","DOI":"10.1109\/34.244676","volume":"15","author":"JG Daugman","year":"1993","unstructured":"Daugman JG (1993) High confidence visual recognition of persons by a test of statistical independence. IEEE Trans Pattern Anal Mach Intell 15:1148\u20131161","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR2","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1109\/TCSVT.2003.818350","volume":"14","author":"JG Daugman","year":"2004","unstructured":"Daugman JG (2004) How iris recognition works. IEEE Trans Cir Syst Vid Tech 14:21\u201330","journal-title":"IEEE Trans Cir Syst Vid Tech"},{"key":"229_CR3","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1016\/S0031-3203(02)00030-4","volume":"36","author":"JG Daugman","year":"2003","unstructured":"Daugman JG (2003) The importance of being random: statistical principles of iris recognition. Pattern Recog 36:279\u2013291","journal-title":"Pattern Recog"},{"key":"229_CR4","doi-asserted-by":"crossref","first-page":"1519","DOI":"10.1109\/TPAMI.2003.1251145","volume":"25","author":"L Ma","year":"2003","unstructured":"Ma L, Tan T, Wang Y, Zhang D (2003) Personal identification based on iris texture analysis. IEEE Trans Pattern Anal Mach Intell 25:1519\u20131533","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR5","doi-asserted-by":"crossref","first-page":"739","DOI":"10.1109\/TIP.2004.827237","volume":"13","author":"L Ma","year":"2004","unstructured":"Ma L, Tan T, Wang Y, Zhang D (2004) Efficient iris recognition by characterizing key local variations. IEEE Trans Image Process 13:739\u2013750","journal-title":"IEEE Trans Image Process"},{"key":"229_CR6","doi-asserted-by":"crossref","first-page":"1167","DOI":"10.1109\/TSMCB.2007.903540","volume":"37","author":"JG Daugman","year":"2007","unstructured":"Daugman JG (2007) New methods in iris recognition. IEEE Trans Syst, Man Cyber Part-B 37:1167\u20131175","journal-title":"IEEE Trans Syst, Man Cyber Part-B"},{"key":"229_CR7","doi-asserted-by":"crossref","first-page":"1185","DOI":"10.1109\/78.668573","volume":"46","author":"W Boles","year":"1998","unstructured":"Boles W, Boashash B (1998) A human identification technique using images of the iris and wavelet transform. IEEE Trans Signal Process 46:1185\u20131188","journal-title":"IEEE Trans Signal Process"},{"key":"229_CR8","doi-asserted-by":"crossref","first-page":"1348","DOI":"10.1109\/5.628669","volume":"85","author":"RP Wildes","year":"1997","unstructured":"Wildes RP (1997) Iris recognition: an emerging biometric technology. Proc IEEE 85:1348\u20131363","journal-title":"Proc IEEE"},{"key":"229_CR9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF01246633","volume":"9","author":"R Wildes","year":"1996","unstructured":"Wildes R, Asmuth J, Green G, Hsu S, Kolczynski R, Matey J, McBride S (1996) A machine-vision system for iris recognition. Mach Vis Appl 9:1\u20138","journal-title":"Mach Vis Appl"},{"key":"229_CR10","doi-asserted-by":"crossref","first-page":"1176","DOI":"10.1109\/TSMCB.2007.904831","volume":"37","author":"SAC Schuckers","year":"2007","unstructured":"Schuckers SAC, Schmid NA, Abhyankar A, Dorairaj V, Boyce CK, Hornak LA (2007) On techniques for angle compensation in nonideal iris recognition. IEEE Trans Syst, Man Cyber\u2014Part B 37:1176\u20131190","journal-title":"IEEE Trans Syst, Man Cyber\u2014Part B"},{"key":"229_CR11","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1016\/j.cviu.2007.08.005","volume":"110","author":"KW Bowyer","year":"2008","unstructured":"Bowyer KW, Hollingsworth K, Flynn PJ (2008) Image understanding for iris biometrics: a survey. Comput Vis Image Underst 110:281\u2013307","journal-title":"Comput Vis Image Underst"},{"key":"229_CR12","doi-asserted-by":"crossref","first-page":"1021","DOI":"10.1109\/TSMCB.2008.922059","volume":"38","author":"M Vatsa","year":"2008","unstructured":"Vatsa M, Singh R, Noore A (2008) Improving iris recognition performance using segmentation, quality enhancement, match score fusion, and indexing. IEEE Trans Syst, Man Cyber Part-B 38:1021\u20131035","journal-title":"IEEE Trans Syst, Man Cyber Part-B"},{"key":"229_CR13","doi-asserted-by":"crossref","first-page":"607","DOI":"10.1109\/TPAMI.2007.1016","volume":"29","author":"H Proenca","year":"2007","unstructured":"Proenca H, Alexandre L (2007) Toward noncooperative iris recognition: a classification approach using multiple signatures. IEEE Trans Pattern Anal Mach Intell 29:607\u2013612","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR14","doi-asserted-by":"crossref","first-page":"1670","DOI":"10.1109\/TPAMI.2008.183","volume":"31","author":"Z He","year":"2009","unstructured":"He Z, Tan T, Sun Z, Qiu X (2009) Towards accurate and fast iris segmentation for iris biometrics. IEEE Trans Pattern Anal Mach Intell 31:1670\u20131684","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR15","doi-asserted-by":"crossref","first-page":"824","DOI":"10.1109\/TIFS.2009.2033225","volume":"4","author":"S Shah","year":"2009","unstructured":"Shah S, Ross A (2009) Iris segmentation using geodesic active contours. IEEE Trans Info Forensic Secur 4:824\u2013836","journal-title":"IEEE Trans Info Forensic Secur"},{"key":"229_CR16","doi-asserted-by":"crossref","first-page":"1741","DOI":"10.1109\/TPAMI.2007.70833","volume":"30","author":"K Miyazawa","year":"2008","unstructured":"Miyazawa K, Ito K, Aoki T, Kobayashi K, Nakajima H (2008) An effective approach for iris recognition using phase-based image matching. IEEE Trans Pattern Anal Mach Intell 30:1741\u20131755","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR17","doi-asserted-by":"crossref","first-page":"586","DOI":"10.1109\/TPAMI.2007.1002","volume":"29","author":"DM Monro","year":"2007","unstructured":"Monro DM, Rakshit S, Zhang D (2007) DCT-based iris recognition. IEEE Trans Pattern Anal Mach Intell 29:586\u2013595","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR18","doi-asserted-by":"crossref","unstructured":"Abhyankar A, Schuckers S (2006) Active shape models for effective iris segmentation. Proc SPIE Conf Biometric Technol Human Identif III vol 6202","DOI":"10.1117\/12.666435"},{"key":"229_CR19","unstructured":"Du Y, Belcher C, Zhou Z (2010) Non-cooperative iris recognition. EURASIP J Adv Signal Process 936512, 1\u201313"},{"key":"229_CR20","doi-asserted-by":"crossref","first-page":"964","DOI":"10.1109\/TPAMI.2008.185","volume":"31","author":"KP Hollingsworth","year":"2009","unstructured":"Hollingsworth KP, Bowyer KW (2009) The best bits in an iris code. IEEE Trans Pattern Anal Mach Intell 31:964\u2013973","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR21","doi-asserted-by":"crossref","first-page":"522","DOI":"10.1109\/TIP.2009.2033427","volume":"19","author":"AWK Kong","year":"2010","unstructured":"Kong AWK, Zhang D, Kamel MS (2010) An analysis of iris code. IEEE Trans Image Process 19:522\u2013532","journal-title":"IEEE Trans Image Process"},{"key":"229_CR22","first-page":"586","volume":"31","author":"Z Sun","year":"2009","unstructured":"Sun Z, Tan T (2009) Ordinal measures for iris recognition. IEEE Trans Pattern Anal Mach Intell 31:586\u2013595","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR23","doi-asserted-by":"crossref","first-page":"1025","DOI":"10.1142\/S0218001403002733","volume":"17","author":"W Kong","year":"2003","unstructured":"Kong W, Zhang D (2003) Detecting eyelash and reflections for accurate iris segmentation. Intl J Pattern Recog Artifial Intell 17:1025\u20131034","journal-title":"Intl J Pattern Recog Artifial Intell"},{"key":"229_CR24","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1016\/j.patcog.2004.07.004","volume":"38","author":"C Sanchez-Avila","year":"2005","unstructured":"Sanchez-Avila C, Sanchez-Reillo R (2005) Two different approaches for iris recognition using gabor filters and multiscale zero-crossing representation. Pattern Recog 38:231\u2013240","journal-title":"Pattern Recog"},{"key":"229_CR25","doi-asserted-by":"crossref","first-page":"3203","DOI":"10.1109\/TIE.2009.2024653","volume":"56","author":"Z Zhou","year":"2009","unstructured":"Zhou Z, Du Y, Belcher C (2009) Transforming traditional iris recognition systems to work on non-ideal situations. IEEE Trans Ind Electron 56:3203\u20133213","journal-title":"IEEE Trans Ind Electron"},{"key":"229_CR26","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1016\/j.optlaseng.2008.07.004","volume":"47","author":"C Belcher","year":"2009","unstructured":"Belcher C, Du Y (2009) Region-based SIFT approach to iris recognition. Optics Lasers Eng 47:139\u2013147","journal-title":"Optics Lasers Eng"},{"key":"229_CR27","doi-asserted-by":"crossref","first-page":"578","DOI":"10.1016\/j.optlaseng.2010.09.011","volume":"49","author":"K Roy","year":"2011","unstructured":"Roy K, Bhattacharya P, Suen CY (2011) Iris segmentation using variational level set method. Optics Lasers Eng 49:578\u2013588","journal-title":"Optics Lasers Eng"},{"key":"229_CR28","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1007\/s11760-009-0146-z","volume":"5","author":"NB Puhan","year":"2010","unstructured":"Puhan NB, Sudha N, Anirudh SK (2010) Efficient segmentation technique for noisy frontal view iris images using fourier spectral density. SIViP 5:105\u2013119","journal-title":"SIViP"},{"key":"229_CR29","doi-asserted-by":"crossref","unstructured":"Roy K, Bhattacharya P, Suen CY (2010) Unideal iris recognition using region-based active contour model and game theory. IEEE Intl Conf Image Process pp 1705\u20131708","DOI":"10.1109\/ICIP.2010.5653680"},{"key":"229_CR30","unstructured":"Masek L, Kovesi P (2003) Biometric identification systems based on iris patterns. MATLAB source code, The school of Computer Science and Software Engineering, The University of Western Australia, Australia"},{"key":"229_CR31","doi-asserted-by":"crossref","unstructured":"Roy K, Bhattacharya P (2008) Adaptive asymmetrical SVM and genetic algorithms based iris recognition. Int Conf Pattern Recog pp 1\u20134","DOI":"10.1109\/ICPR.2008.4761675"},{"key":"229_CR32","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1007\/978-3-642-02611-9_42","volume":"5627","author":"K Roy","year":"2009","unstructured":"Roy K, Bhattacharya P (2009) Level set approaches and adaptive asymmetrical SVMs applied for nonideal iris recognition. Intl Conf Image Anal Recog 5627:418\u2013428","journal-title":"Intl Conf Image Anal Recog"},{"key":"229_CR33","doi-asserted-by":"crossref","unstructured":"Roy K, Bhattacharya P, Suen CY (2010) Segmentation of unideal iris images using game theory. Int Conf Pattern Recog pp 2844\u20132847","DOI":"10.1109\/ICPR.2010.697"},{"key":"229_CR34","doi-asserted-by":"crossref","first-page":"1209","DOI":"10.1142\/S0218001410008421","volume":"24","author":"K Roy","year":"2010","unstructured":"Roy K, Bhattacharya P (2010) Improvement of Iris recognition performance using region-based active contour model, genetic algorithms and SVMs. Intl J Pattern Recog Artif Intell 24:1209\u20131236","journal-title":"Intl J Pattern Recog Artif Intell"},{"key":"229_CR35","first-page":"81","volume":"3497","author":"H Gu","year":"2005","unstructured":"Gu H, Gao Z, Wu F (2005) Selection of optimal features for iris recognition. Intl Sympos Neural Networks 3497:81\u201386","journal-title":"Intl Sympos Neural Networks"},{"key":"229_CR36","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1007\/s11263-006-6658-x","volume":"68","author":"X Bresson","year":"2006","unstructured":"Bresson X, Vandergheynst P, Thirana JP (2006) Variational model for object segmentation using boundary information and shape prior driven by the mumford-shah functional. Intl J Compt Vis 68:145\u2013162","journal-title":"Intl J Compt Vis"},{"key":"229_CR37","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1023\/A:1020878408985","volume":"50","author":"Y Chen","year":"2002","unstructured":"Chen Y, Tagare HD, Thiruvenkadam S, Huang F, Wilson D, Gopinath KS, Briggsand RW, Geiser EA (2002) Using prior shapes in geometric active contours in a variational framework. Intl J Comput Vis 50:315\u2013328","journal-title":"Intl J Comput Vis"},{"key":"229_CR38","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1109\/83.902291","volume":"10","author":"TF Chan","year":"2001","unstructured":"Chan TF, Vese LA (2001) Active contours without edges. IEEE Trans Image Process 10:266\u2013277","journal-title":"IEEE Trans Image Process"},{"key":"229_CR39","doi-asserted-by":"crossref","unstructured":"Leventon M, Grimson W, Faugeras O (2000) Statistical shape influence in geodesic active contours. IEEE Intl Conf Compt Vis Pattern Recog pp 316\u2013323","DOI":"10.1109\/CVPR.2000.855835"},{"key":"229_CR40","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1023\/A:1020874308076","volume":"50","author":"LA Vese","year":"2002","unstructured":"Vese LA, Chan TF (2002) A multiphase level set framework for image segmentation using the Mumford and Shah model. Intl J Compt Vis 50:271\u2013293","journal-title":"Intl J Compt Vis"},{"key":"229_CR41","doi-asserted-by":"crossref","first-page":"577","DOI":"10.1002\/cpa.3160420503","volume":"42","author":"D Mumford","year":"1989","unstructured":"Mumford D, Shah J (1989) Optimal approximation by piecewise smooth functions and associated variational problems. Commun Pure Appl Math 42:577\u2013685","journal-title":"Commun Pure Appl Math"},{"key":"229_CR42","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1023\/A:1007979827043","volume":"22","author":"V Caselles","year":"1997","unstructured":"Caselles V, Kimmel R, Sapiro G (1997) Geodesic active contours. Intl J Comput Vis 22:61\u201379","journal-title":"Intl J Comput Vis"},{"key":"229_CR43","doi-asserted-by":"crossref","unstructured":"Cohen S, Dror D, Ruppin E (2007) Feature selection via coalitional game theory. Neural Computation vol 19. MIT Press, pp 1939\u20131961","DOI":"10.1162\/neco.2007.19.7.1939"},{"key":"229_CR44","doi-asserted-by":"crossref","first-page":"476","DOI":"10.1109\/34.765658","volume":"21","author":"A Fitzgibbon","year":"1999","unstructured":"Fitzgibbon A, Pilu M, Fisher RB (1999) Direct least square fitting of ellipses. IEEE Trans Pattern Anal Mach Intell 21:476\u2013480","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"229_CR45","doi-asserted-by":"crossref","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 (1995) Active shape models\u2014their training and application. Comput Vis Image Underst 61:38\u201359","journal-title":"Comput Vis Image Underst"},{"key":"229_CR46","doi-asserted-by":"crossref","unstructured":"Barzegar N, Moin MS (2008) A new approach for iris localization in iris recognition systems. Proc IEEE\/ACS Int Conf Comp Syst Appl. pp 516\u2013523","DOI":"10.1109\/AICCSA.2008.4493581"},{"key":"229_CR47","volume-title":"Digital image processing","author":"RC Gonzalez","year":"2007","unstructured":"Gonzalez RC, Woods RE (2007) Digital image processing, 3rd edn. Prentice Hall, NJ","edition":"3"},{"key":"229_CR48","unstructured":"Iris Challenge Evaluation (ICE) dataset. Available online http:\/\/iris.nist.gov\/ICE\/"},{"key":"229_CR49","unstructured":"CASIA-IrisV3 Interval, Available online: http:\/\/www.cbsr.ia.ac.cn\/IrisDatabase.htm"},{"key":"229_CR50","unstructured":"UBIRIS dataset obtained from Dept. of Computer Sci., University of Beira Interior, Portugal. Available online: http:\/\/iris.di.ubi.pt\/"},{"key":"229_CR51","unstructured":"Iris Dataset obtained from West Virginia University (WVU). Available online: http:\/\/citer.wvu.edu\/biometric_dataset_collections"},{"key":"229_CR52","unstructured":"Active Shape Model Matlab Code. Available online: http:\/\/www.mathworks.com\/matlabcentral\/fileexchange\/26706-active-shape-model-asm-and-active-appearance-model-aam"}],"container-title":["Pattern Analysis and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-011-0229-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10044-011-0229-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-011-0229-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,13]],"date-time":"2019-06-13T23:28:50Z","timestamp":1560468530000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10044-011-0229-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,8,11]]},"references-count":52,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2011,11]]}},"alternative-id":["229"],"URL":"https:\/\/doi.org\/10.1007\/s10044-011-0229-7","relation":{},"ISSN":["1433-7541","1433-755X"],"issn-type":[{"value":"1433-7541","type":"print"},{"value":"1433-755X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,8,11]]}}}