{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,25]],"date-time":"2025-10-25T12:37:20Z","timestamp":1761395840185,"version":"3.37.3"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2020,9,12]],"date-time":"2020-09-12T00:00:00Z","timestamp":1599868800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,9,12]],"date-time":"2020-09-12T00:00:00Z","timestamp":1599868800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2021,1]]},"DOI":"10.1007\/s11042-020-09689-6","type":"journal-article","created":{"date-parts":[[2020,9,12]],"date-time":"2020-09-12T10:03:17Z","timestamp":1599904997000},"page":"2263-2277","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["3D Palmprint recognition using Tan and Triggs normalization technique and GIST descriptors"],"prefix":"10.1007","volume":"80","author":[{"given":"Mourad","family":"Chaa","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5026-5416","authenticated-orcid":false,"given":"Zahid","family":"Akhtar","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,9,12]]},"reference":[{"key":"9689_CR1","unstructured":"Akhtar Z, Alfarid N (2011) Secure learning algorithm for multimodal biometric systems against spoof attacks. In: Proc. international conference on information and network technology (IPCSIT), pp 52\u201357"},{"key":"9689_CR2","doi-asserted-by":"crossref","unstructured":"Akhtar Z, Foresti GL (2016) Face spoof attack recognition using discriminative image patches. Journal of electrical and Computer Engineering. 1\u201314. DOI:10.1155\/2016\/4721849.","DOI":"10.1155\/2016\/4721849"},{"key":"9689_CR3","unstructured":"Bardwell WE (2005) Biometric identification system using biometric images and personal identification number stored on a magnetic stripe and associated methods. U.S. patent no. 6,959,874. 1"},{"issue":"7","key":"9689_CR4","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1109\/34.598228","volume":"19","author":"PN Belhumeur","year":"1997","unstructured":"Belhumeur PN, Hespanha JP, Kriegman DJ (1997) Eigenfaces vs. Fisherfaces: recognition using class specific linear projection. IEEE Trans Pattern Anal Mach Intell 19(7):711\u2013720. https:\/\/doi.org\/10.1109\/34.598228","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"1","key":"9689_CR5","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman L (2001) Random forests. Mach Learn 45(1):5\u201332. https:\/\/doi.org\/10.1023\/A:1010933404324","journal-title":"Mach Learn"},{"issue":"1","key":"9689_CR6","doi-asserted-by":"publisher","DOI":"10.1117\/1.JEI.26.1.013018","volume":"26","author":"M Chaa","year":"2017","unstructured":"Chaa M, Boukezzoula N-E, Attia A (2017) Score-level fusion of two-dimensional and three-dimensional palmprint for personal recognition systems. Journal of Electronic Imaging 26(1):013018. https:\/\/doi.org\/10.1117\/1.JEI.26.1.013018","journal-title":"Journal of Electronic Imaging"},{"issue":"5","key":"9689_CR7","doi-asserted-by":"publisher","first-page":"736","DOI":"10.1049\/iet-ipr.2018.5642","volume":"13","author":"M Chaa","year":"2019","unstructured":"Chaa M, Akhtar Z, Attia A (2019) 3D palmprint recognition using unsupervised convolutional deep learning network and SVM classifier. IET Image Process 13(5):736\u2013745. https:\/\/doi.org\/10.1049\/iet-ipr.2018.5642","journal-title":"IET Image Process"},{"issue":"3\u20134","key":"9689_CR8","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1007\/s00521-012-1265-y","volume":"24","author":"J Cui","year":"2014","unstructured":"Cui J (2014) 2D and 3D palmprint fusion and recognition using PCA plus TPTSR method. Neural Comput & Applic 24(3\u20134):497\u2013502. https:\/\/doi.org\/10.1007\/s00521-012-1265-y","journal-title":"Neural Comput & Applic"},{"key":"9689_CR9","unstructured":"Gonzalez RC, Woods RE (2002) Digital image processing (preview)."},{"issue":"2","key":"9689_CR10","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1109\/72.991427","volume":"13","author":"C-W Hsu","year":"2002","unstructured":"Hsu C-W, Lin C-J (2002) A comparison of methods for multiclass support vector machines. IEEE Trans Neural Netw 13(2):415\u2013425. https:\/\/doi.org\/10.1109\/72.991427","journal-title":"IEEE Trans Neural Netw"},{"key":"9689_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2015\/360217","volume":"2015","author":"H Jaafar","year":"2015","unstructured":"Jaafar H, Ibrahim S, Ramli DA (2015) A robust and fast computation touchless palm print recognition system using LHEAT and the IFkNCN classifier. Computational intelligence and neuroscience 2015:1\u201317. https:\/\/doi.org\/10.1155\/2015\/360217","journal-title":"Computational intelligence and neuroscience"},{"issue":"2","key":"9689_CR12","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1145\/328236.328110","volume":"43","author":"A Jain","year":"2000","unstructured":"Jain A, Hong L, Pankanti S (2000) Biometric identification. Commun ACM 43(2):90\u201398. https:\/\/doi.org\/10.1145\/328236.328110","journal-title":"Commun ACM"},{"issue":"1","key":"9689_CR13","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/TCSVT.2003.818349","volume":"14","author":"AK Jain","year":"2004","unstructured":"Jain AK, Ross A, Prabhakar S (2004) An introduction to biometric recognition. IEEE Transactions on Circuits and Systems for Video Technology 14(1):4\u201320. https:\/\/doi.org\/10.1109\/TCSVT.2003.818349","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"key":"9689_CR14","doi-asserted-by":"crossref","unstructured":"Jain AK, Flynn P, Ross AA (2008) Handbook of biometrics. Springer Science & Business Media X, 556. DOI:10.1007\/978-0-387-71041-9","DOI":"10.1007\/978-0-387-71041-9"},{"key":"9689_CR15","doi-asserted-by":"crossref","unstructured":"Li W, Zhang L, Zhang D et al. (2010) Efficient joint 2D and 3D palmprint matching with alignment refinement. 2010 I.E. Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, CA, USA. IEEE Computer Society, Washington, DC, USA, p. 795\u2013801. DOI:10.1109\/ CVPR.2010.5540134","DOI":"10.1109\/CVPR.2010.5540134"},{"issue":"2","key":"9689_CR16","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1109\/TSMCC.2010.2055849","volume":"42","author":"W Li","year":"2011","unstructured":"Li W, Zhang D, Zhang L, Lu G, Yan J (2011) 3D palmprint recognition with joint line and orientation features. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews 42(2):274\u2013279. https:\/\/doi.org\/10.1109\/TSMCC.2010.2055849","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews"},{"key":"9689_CR17","doi-asserted-by":"crossref","unstructured":"Liu M, Li L (2012) Cross-correlation based binary image registration for 3D palmprint recognition. In: 2012 IEEE 11th International Conference on Signal Processing. IEEE, pp 1597-1600. DOI: 10.1109\/ICoSP.2012.6491885.","DOI":"10.1109\/ICoSP.2012.6491885"},{"issue":"3","key":"9689_CR18","doi-asserted-by":"publisher","first-page":"303","DOI":"10.3233\/ICA-130431","volume":"20","author":"A Meraoumia","year":"2013","unstructured":"Meraoumia A, Chitroub S, Bouridane A (2013) 2D and 3D palmprint information, PCA and HMM for an improved person recognition performance. Integrated Computer-Aided Engineering 20(3):303\u2013319. https:\/\/doi.org\/10.3233\/ICA-130431","journal-title":"Integrated Computer-Aided Engineering"},{"issue":"3","key":"9689_CR19","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011139631724","volume":"42","author":"A Oliva","year":"2001","unstructured":"Oliva A, Torralba A (2001) Modeling the shape of the scene: a holistic representation of the spatial envelope. Int J Comput Vis 42(3):145\u2013175. https:\/\/doi.org\/10.1023\/A:1011139631724","journal-title":"Int J Comput Vis"},{"issue":"1","key":"9689_CR20","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1109\/TSMC.1979.4310076","volume":"9","author":"N Otsu","year":"1979","unstructured":"Otsu N (1979) A threshold selection method from gray-level histograms. IEEE transactions on systems, man, and cybernetics 9(1):62\u201366. https:\/\/doi.org\/10.1109\/TSMC.1979.4310076","journal-title":"IEEE transactions on systems, man, and cybernetics"},{"key":"9689_CR21","unstructured":"PolyU 2D and 3D Palmprint Database (2017) available at: www.comp.polyu.edu.hk\/~biometrics\/, Accessed on Jan. 01"},{"key":"9689_CR22","doi-asserted-by":"crossref","unstructured":"Samai D, Bensid K, Meraoumia A, Taleb-Ahmed A, Bedda M (2018) 2d and 3d palmprint recognition using deep learning method. In: 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), IEEE, pp 1-6. DOI: 10.1109\/PAIS.2018.8598522","DOI":"10.1109\/PAIS.2018.8598522"},{"key":"9689_CR23","doi-asserted-by":"crossref","unstructured":"Sun Z, Tan T, Wang Y et al. (2005) Ordinal palmprint represention for personal identification. 2005 I.E. Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), San Diego, CA, USA. IEEE Computer Society, Washington, DC, p. 279\u2013284. DOI:10.1109\/CVPR.2005.267.","DOI":"10.1109\/CVPR.2005.267"},{"issue":"6","key":"9689_CR24","doi-asserted-by":"publisher","first-page":"1635","DOI":"10.1109\/TIP.2010.2042645","volume":"19","author":"X Tan","year":"2010","unstructured":"Tan X, Triggs B (2010) Enhanced local texture feature sets for face recognition under difficult lighting conditions. IEEE Trans Image Process 19(6):1635\u20131650. https:\/\/doi.org\/10.1109\/TIP.2010.2042645","journal-title":"IEEE Trans Image Process"},{"issue":"1","key":"9689_CR25","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1162\/jocn.1991.3.1.71","volume":"3","author":"M Turk","year":"1991","unstructured":"Turk M, Pentland A (1991) Eigenfaces for recognition. J Cogn Neurosci 3(1):71\u201386. https:\/\/doi.org\/10.1162\/jocn.1991.3.1.71","journal-title":"J Cogn Neurosci"},{"issue":"4","key":"9689_CR26","doi-asserted-by":"publisher","DOI":"10.1117\/1.JEI.22.4.043040","volume":"22","author":"B Yang","year":"2013","unstructured":"Yang B, Wang X, Yao J, Yang X, Zhu W (2013) Efficient local representations for three-dimensional palmprint recognition. Journal of Electronic Imaging 22(4):043040. https:\/\/doi.org\/10.1117\/1.JEI.22.4.043040","journal-title":"Journal of Electronic Imaging"},{"key":"9689_CR27","doi-asserted-by":"crossref","unstructured":"Zhang S (2013) Palmprint recognition method based on adaptive fusion. In: 2013 Second international conference on robot, vision and signal processing, IEEE, pp 115-119. DOI: 10.1109\/RVSP.2013.33","DOI":"10.1109\/RVSP.2013.33"},{"key":"9689_CR28","doi-asserted-by":"crossref","unstructured":"Zhang D, Lu G, Li W, Zhang L, Luo N (2008) Three dimensional palmprint recognition using structured light imaging. In: 2008 IEEE Second International Conference on Biometrics: Theory, Applications and Systems, IEEE, pp 1-6. DOI: 10.1109\/BTAS.2008.4699346","DOI":"10.1109\/BTAS.2008.4699346"},{"issue":"5","key":"9689_CR29","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1109\/TSMCC.2009.2020790","volume":"39","author":"D Zhang","year":"2009","unstructured":"Zhang D, Lu G, Li W et al (2009) Palmprint recognition using 3-D information. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews 39(5):505\u2013519. https:\/\/doi.org\/10.1109\/TSMCC.2009.2020790","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews"},{"issue":"1","key":"9689_CR30","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1016\/j.patcog.2009.04.026","volume":"43","author":"D Zhang","year":"2010","unstructured":"Zhang D, Kanhangad V, Luo N, Kumar A (2010) Robust palmprint verification using 2D and 3D features. Pattern Recogn 43(1):358\u2013368. https:\/\/doi.org\/10.1016\/j.patcog.2009.04.026","journal-title":"Pattern Recogn"},{"issue":"8","key":"9689_CR31","doi-asserted-by":"publisher","first-page":"1730","DOI":"10.1109\/TPAMI.2014.2372764","volume":"37","author":"L Zhang","year":"2015","unstructured":"Zhang L, Shen Y, Li H, Lu J (2015) 3D palmprint identification using block-wise features and collaborative representation. IEEE Trans Pattern Anal Mach Intell 37(8):1730\u20131736. https:\/\/doi.org\/10.1109\/TPAMI.2014.2372764","journal-title":"IEEE Trans Pattern Anal Mach Intell"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-020-09689-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-020-09689-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-020-09689-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,9,11]],"date-time":"2021-09-11T23:26:31Z","timestamp":1631402791000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-020-09689-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,12]]},"references-count":31,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["9689"],"URL":"https:\/\/doi.org\/10.1007\/s11042-020-09689-6","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2020,9,12]]},"assertion":[{"value":"7 April 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 August 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 August 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 September 2020","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}