{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T00:46:49Z","timestamp":1775263609401,"version":"3.50.1"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031162091","type":"print"},{"value":"9783031162107","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-16210-7_45","type":"book-chapter","created":{"date-parts":[[2022,9,20]],"date-time":"2022-09-20T23:03:09Z","timestamp":1663714989000},"page":"554-563","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Long Short-Term Memory Based Photoplethysmography Biometric Authentication"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4227-9623","authenticated-orcid":false,"given":"Khawla","family":"Ben Salah","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5617-6062","authenticated-orcid":false,"given":"Mohamed","family":"Othmani","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4549-1005","authenticated-orcid":false,"given":"Monji","family":"Kherallah","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,9,21]]},"reference":[{"key":"45_CR1","doi-asserted-by":"crossref","unstructured":"Ben Salah, K., Othmani, M., Kherallah, M.: Contactless heart rate estimation from facial video using skin detection and multi-resolution analysis. In: WSCG (2021). http:\/\/dx.doi.org\/10.24132\/CSRN.2021.3002.31","DOI":"10.24132\/CSRN.2021.3002.31"},{"issue":"1","key":"45_CR2","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/TCSVT.2003.818349","volume":"14","author":"AK Jain","year":"2004","unstructured":"Jain, A.K., Ross, A., Prabhakar, S.: An introduction to biometric recognition. IEEE Trans. Circuits Syst. Video Technol. 14(1), 4\u201320 (2004)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"45_CR3","doi-asserted-by":"crossref","unstructured":"Othmani, M.: A vehicle detection and tracking method for traffic video based on faster R-CNN. Multimed. Tools Appl., March 2022. https:\/\/doi.org\/10.1007\/s11042-022-12715-4","DOI":"10.1007\/s11042-022-12715-4"},{"key":"45_CR4","doi-asserted-by":"publisher","unstructured":"Fourati, J., Othmani, M., Ltifi, H.: A Hybrid Model based on Convolutional Neural Networks and Long Short-term Memory for Rest Tremor Classification, pp. 75\u201382, January 2022. https:\/\/doi.org\/10.5220\/0010773600003116","DOI":"10.5220\/0010773600003116"},{"issue":"5","key":"45_CR5","doi-asserted-by":"publisher","first-page":"1833","DOI":"10.1007\/s00371-021-02108-3","volume":"38","author":"KB Salah","year":"2021","unstructured":"Salah, K.B., Othmani, M., Kherallah, M.: A novel approach for human skin detection using convolutional neural network. Vis. Comput. 38(5), 1833\u20131843 (2021). https:\/\/doi.org\/10.1007\/s00371-021-02108-3","journal-title":"Vis. Comput."},{"key":"45_CR6","doi-asserted-by":"crossref","unstructured":"Fourati, J., Othmani, M., Ltifi, H.: A hybrid model based on bidirectional long-short term memory and support vector machine for rest tremor classification. Signal, Image and Video Processing, pp. 1\u20138 (2022)","DOI":"10.1007\/s11760-022-02180-9"},{"key":"45_CR7","unstructured":"Y. Y. Gu, Y. Zhang, and Y. T. Zhang: A novel biometric approach in human verification by photoplethysmographic signals. In: 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine, 2003, pp. 13\u201314, Birmingham, UK, April (04 2022)"},{"key":"45_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.compbiomed.2014.03.005","volume":"49","author":"AR Kavsao\u011flu","year":"2014","unstructured":"Kavsao\u011flu, A.R., Polat, K., Bozkurt, M.R.: A novel feature ranking algorithm for biometric recognition with PPG signals. Comput. Biol. Med. 49, 1\u201314 (2014)","journal-title":"Comput. Biol. Med."},{"key":"45_CR9","doi-asserted-by":"crossref","unstructured":"Sarkar, A., Lynn Abbott, A., Doerzaph, Z.: Biometric authentication using photoplethysmography signals. In: IEEE 8th International Conference on Biometrics Theory, Applications and Systems (BTAS), Niagara Falls, NY, USA, September 2016","DOI":"10.1109\/BTAS.2016.7791193"},{"key":"45_CR10","doi-asserted-by":"crossref","unstructured":"Jindal, V., Birjandtalab, J., Baran Pouyan, M., Nourani, M.: An adaptive deep learning approach for PPG-based identification. In: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, August 2016","DOI":"10.1109\/EMBC.2016.7592193"},{"key":"45_CR11","doi-asserted-by":"crossref","unstructured":"Luque, J., Cort\u00e8s, G., Segura, C., Maravilla, A., Esteban, J., Fabregat, J.: End-to-end photoplethysmography (PPG) based biometric authentication by using convolutional neural networks. In: 26th European Signal Processing Conference. (EUSIPCO), Rome, Italy, September 2018","DOI":"10.23919\/EUSIPCO.2018.8553585"},{"issue":"7","key":"45_CR12","doi-asserted-by":"publisher","first-page":"1946","DOI":"10.1109\/TBME.2013.2246160","volume":"60","author":"W Karlen","year":"2013","unstructured":"Karlen, W., Raman, S., Ansermino, J.M., Dumont, G.A.: Multiparameter respiratory rate estimation from the photoplethysmogram. IEEE Trans. Biomed. Eng. 60(7), 1946\u20131953 (2013)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"45_CR13","doi-asserted-by":"crossref","unstructured":"Alotaiby, T. N., Aljabarti, F., Alotibi, G., Alshebeili, S.A.: A Nonfiducial PPG-based subject authentication approach using the statistical features of DWT-based filtered signals. J. Sensors (2020)","DOI":"10.1155\/2020\/8849845"},{"key":"45_CR14","doi-asserted-by":"publisher","unstructured":"Siam, A., El-Samie, A., Fathi, A.E., Atef, E.-B., Nirmeen, E.: Ghada: real-World PPG dataset, Mendeley Data, V1. https:\/\/doi.org\/10.17632\/yynb8t9x3d","DOI":"10.17632\/yynb8t9x3d"}],"updated-by":[{"DOI":"10.1007\/978-3-031-16210-7_59","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2022,9,21]],"date-time":"2022-09-21T00:00:00Z","timestamp":1663718400000}}],"container-title":["Communications in Computer and Information Science","Advances in Computational Collective Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-16210-7_45","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,9]],"date-time":"2023-03-09T12:22:43Z","timestamp":1678364563000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-16210-7_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031162091","9783031162107"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-16210-7_45","relation":{"correction":[{"id-type":"doi","id":"10.1007\/978-3-031-16210-7_59","asserted-by":"object"}]},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"21 September 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"21 September 2022","order":2,"name":"change_date","label":"Change Date","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"Correction","order":3,"name":"change_type","label":"Change Type","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The originally published version of chapter 45 contained the following errors: the Author\u2019s name was misspelled and wrong affiliation was erroneously provided. This has been corrected: Author\u2019s name has been changed to \u201cBen Salah\u201d and the affiliation has been revised as \u201cTechnology, Energy, and Innovative Materials (TEMI), Gafsa, Tunisia\u201d.","order":4,"name":"change_details","label":"Change Details","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}