{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,10,25]],"date-time":"2023-10-25T05:45:44Z","timestamp":1698212744417},"reference-count":9,"publisher":"Wiley","issue":"3","license":[{"start":{"date-parts":[[2007,3,21]],"date-time":"2007-03-21T00:00:00Z","timestamp":1174435200000},"content-version":"vor","delay-in-days":5558,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems &amp;amp; Computers in Japan"],"published-print":{"date-parts":[[1992,1]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Fingerprints are an effective means of identifying individuals, and several fingerprint comparison systems have already been developed. However, since it becomes difficult to recognize fingerprints with ease as the number and diversity of fingerprint patterns increases, it becomes desirable to create an efficient database for fingerprint matching with the goal of developing an automatic fingerprint classification system. Here an automatic classification system is imposed for fingerprint images in which the discrimination system is a multilayer neural network composed of five subnetworks to carry out macrofeature extraction on the fingerprint image. A total of 50 training examples, 10 per category, and 500 testing samples were presented to the network. According to the obtained results, the network achieved an 86 percent classification rate for the first candidate and a 99 percent classification rate for the first two candidates. The state of the network was analyzed after training, and the reasons for the system effectiveness and its classification error were studied.<\/jats:p>","DOI":"10.1002\/scj.4690230308","type":"journal-article","created":{"date-parts":[[2007,7,7]],"date-time":"2007-07-07T23:31:49Z","timestamp":1183851109000},"page":"89-101","source":"Crossref","is-referenced-by-count":6,"title":["Classification of fingerprint images using a neural network"],"prefix":"10.1002","volume":"23","author":[{"given":"Masayoshi","family":"Kamijo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroshi","family":"Mieno","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Koichi","family":"Kojima","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2007,3,21]]},"reference":[{"issue":"6","key":"e_1_2_1_2_2","first-page":"599","article-title":"Person identification technology using fingerprints and palmprints","volume":"25","author":"Kawashima M.","year":"1984","journal-title":"Information Processing"},{"issue":"10","key":"e_1_2_1_3_2","first-page":"1286","article-title":"Classification of fingerprint images using direction patterns","volume":"65","author":"Nakamura O.","year":"1982","journal-title":"Trans. I.E.C.E., Japan"},{"issue":"2","key":"e_1_2_1_4_2","article-title":"Automatic classification of fingerprint patterns","volume":"18","author":"Kawagoe T.","year":"1982","journal-title":"Computervision"},{"key":"e_1_2_1_5_2","first-page":"137","volume-title":"Automatic fingerprint discrimination using vectors","author":"Miyasaki T.","year":"1971"},{"key":"e_1_2_1_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1976.4309519"},{"issue":"4","key":"e_1_2_1_7_2","article-title":"An application of relaxation labeling to line and curve enhancement","volume":"26","author":"Zucker S. W.","year":"1977","journal-title":"IEEE Tr. on Computers"},{"key":"e_1_2_1_8_2","first-page":"D\u2010533","volume-title":"A method for collecting fingerprint image positions using characteristic points found from ridge line directions","author":"Hara M.","year":"1989"},{"key":"e_1_2_1_9_2","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/5236.001.0001"},{"key":"e_1_2_1_10_2","article-title":"Sound synthesis by a cooperative system using neural networks","volume":"88","author":"Komura T.","year":"1988","journal-title":"Communication Society Technical Report"}],"container-title":["Systems and Computers in Japan"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fscj.4690230308","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/scj.4690230308","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,24]],"date-time":"2023-10-24T16:23:54Z","timestamp":1698164634000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/scj.4690230308"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1992,1]]},"references-count":9,"journal-issue":{"issue":"3","published-print":{"date-parts":[[1992,1]]}},"alternative-id":["10.1002\/scj.4690230308"],"URL":"https:\/\/doi.org\/10.1002\/scj.4690230308","archive":["Portico"],"relation":{},"ISSN":["0882-1666","1520-684X"],"issn-type":[{"value":"0882-1666","type":"print"},{"value":"1520-684X","type":"electronic"}],"subject":[],"published":{"date-parts":[[1992,1]]}}}