{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T14:58:32Z","timestamp":1753887512967,"version":"3.41.2"},"reference-count":26,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2018,12,2]],"date-time":"2018-12-02T00:00:00Z","timestamp":1543708800000},"content-version":"vor","delay-in-days":335,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61503050","51374268","51275547"],"award-info":[{"award-number":["61503050","51374268","51275547"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2018,1]]},"abstract":"<jats:p>In order to avoid the risk of the biological database being attacked and tampered by hackers, an Autoassociative Memory (AAM) model is proposed in this paper. The model is based on the recurrent neural networks (RNNs) for face recognition, under the condition that the face database is replaced by its model parameters. The stability of the model is proved and analyzed to slack the constraints of AAM model parameters. Besides, a design procedure about solving AAM model parameters is given, and the face recognition method by AAM model is established, which includes image preprocessing, AAM model training, and image recognition. Finally, simulation results on two experiments show the feasibility and performance of the proposed face recognition method.<\/jats:p>","DOI":"10.1155\/2018\/8524825","type":"journal-article","created":{"date-parts":[[2018,12,2]],"date-time":"2018-12-02T23:34:42Z","timestamp":1543793682000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Research on Face Recognition Method by Autoassociative Memory Based on RNNs"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3264-9571","authenticated-orcid":false,"given":"Qi","family":"Han","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhengyang","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shiqin","family":"Deng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ziqiang","family":"Qiao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7995-092X","authenticated-orcid":false,"given":"Junjian","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junjie","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0166-7424","authenticated-orcid":false,"given":"Jin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2018,12,2]]},"reference":[{"volume-title":"Automated Biometrics: Technologies and Systems","year":"2013","author":"Zhang D.","key":"e_1_2_12_1_2"},{"key":"e_1_2_12_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2016.05.003"},{"key":"e_1_2_12_3_2","unstructured":"A. Ross K. Nandakumar A. Jain Handbook of Multibiometrics 6 Springer 2006."},{"key":"e_1_2_12_4_2","doi-asserted-by":"publisher","DOI":"10.1147\/sj.403.0614"},{"key":"e_1_2_12_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(03)00080-1"},{"key":"e_1_2_12_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.09.002"},{"volume-title":"ISO\/IEC 24745 Information Technology, Security techniques, Biometric information protection","year":"2010","key":"e_1_2_12_7_2"},{"key":"e_1_2_12_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.01.024"},{"key":"e_1_2_12_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.01.001"},{"key":"e_1_2_12_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.01.019"},{"key":"e_1_2_12_11_2","doi-asserted-by":"crossref","unstructured":"KaurH.andKhannaP. Gaussian Random Projection Based Non-invertible Cancelable Biometric Templates Proceedings of the 11th International Conference on Communication Networks ICCN 2015 August 2015 India 661\u2013670 2-s2.0-84944066514.","DOI":"10.1016\/j.procs.2015.06.077"},{"key":"e_1_2_12_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2014.12.011"},{"key":"e_1_2_12_13_2","first-page":"443","article-title":"Biometric cryptosystems based fuzzy commitment scheme: A security evaluation","volume":"13","author":"Lafkih M.","year":"2016","journal-title":"International Arab Journal of Information Technolog"},{"key":"e_1_2_12_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.10.009"},{"key":"e_1_2_12_15_2","doi-asserted-by":"crossref","unstructured":"YaoA. C.-C. How to generate and exchange secrets Proceedings of the 27th Annual Symposium on Foundations of Computer Science October 1986 Toronto Canada 162\u2013167 https:\/\/doi.org\/10.1109\/SFCS.1986.25 2-s2.0-0022882770.","DOI":"10.1109\/SFCS.1986.25"},{"key":"e_1_2_12_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2015.2438131"},{"key":"e_1_2_12_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2015.2427849"},{"key":"e_1_2_12_18_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.03.052"},{"key":"e_1_2_12_19_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.927717"},{"key":"e_1_2_12_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2012.06.017"},{"key":"e_1_2_12_21_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2131679"},{"key":"e_1_2_12_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2387434"},{"key":"e_1_2_12_23_2","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2016.2578309"},{"key":"e_1_2_12_24_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2280905"},{"key":"e_1_2_12_25_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2523541"},{"key":"e_1_2_12_26_2","doi-asserted-by":"publisher","DOI":"10.1109\/82.219843"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2018\/8524825.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2018\/8524825.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2018\/8524825","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,8]],"date-time":"2024-08-08T22:43:15Z","timestamp":1723156995000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2018\/8524825"}},"subtitle":[],"editor":[{"given":"Chongyang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2018,1]]},"references-count":26,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,1]]}},"alternative-id":["10.1155\/2018\/8524825"],"URL":"https:\/\/doi.org\/10.1155\/2018\/8524825","archive":["Portico"],"relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"type":"print","value":"1076-2787"},{"type":"electronic","value":"1099-0526"}],"subject":[],"published":{"date-parts":[[2018,1]]},"assertion":[{"value":"2018-05-11","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-10-08","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-12-02","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"8524825"}}