{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,4]],"date-time":"2022-04-04T09:18:01Z","timestamp":1649063881439},"reference-count":0,"publisher":"World Scientific Pub Co Pte Lt","issue":"04","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J CIRCUIT SYST COMP"],"published-print":{"date-parts":[[1997,8]]},"abstract":"<jats:p> In this paper, we have studied a construct code recognition system using a neural network according to an image process taking the DOT classification code stamped on a tire surface. It happened that sometimes characters of the code were distorted at the edge by diffused reflection and two adjacent characters take the same label, being very sensitive to illumination used for recognizing them on the tire. Thus, this paper would propose the algorithm for tire code being conscious of these properties and prove the efficiency of the algorithm with a simulation. Also, we have suggested a MCBP network composing of multi-linked recognizers for the efficient identification of the DOT code as the tire classification code. The MCBP network extracts the projection value for classifying each character's region after taking out its projection on the X and Y axes, processes each character by taking a 7 \u00d7 8 normalization. We have improved the accuracy by 3% through the MCBP network and post-process comparing the DOT code database. This approach finally results in the improvement of the learning time to 60% and the recognition rate goes up to 95% from 90%, better than with Back Propagation with post-processing. It has also attained greater rates of tire recognition at 98%. <\/jats:p>","DOI":"10.1142\/s0218126697000279","type":"journal-article","created":{"date-parts":[[2003,10,16]],"date-time":"2003-10-16T00:35:19Z","timestamp":1066264519000},"page":"361-371","source":"Crossref","is-referenced-by-count":0,"title":["MCBP Neural Networks for Efficient Recognition of Tire Classification Code"],"prefix":"10.1142","volume":"07","author":[{"given":"Gunseo","family":"Koo","sequence":"first","affiliation":[{"name":"Dept. of Computer Science, Soong Eui Women's  College, 8-3, Yajang-Dong, Jung-Ku, Seoul,  100-250, Koreo"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gisung","family":"Lee","sequence":"additional","affiliation":[{"name":"College of Information Science,  Soongsil University, 1-1 Sangdo5-Dong Dongjak-Ku, Seoul, 156-743, Koreo"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haeseok","family":"Oh","sequence":"additional","affiliation":[{"name":"College of Information Science,  Soongsil University, 1-1 Sangdo5-Dong Dongjak-Ku, Seoul, 156-743, Koreo"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"container-title":["Journal of Circuits, Systems and Computers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218126697000279","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T03:47:02Z","timestamp":1565149622000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218126697000279"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1997,8]]},"references-count":0,"journal-issue":{"issue":"04","published-online":{"date-parts":[[2011,11,21]]},"published-print":{"date-parts":[[1997,8]]}},"alternative-id":["10.1142\/S0218126697000279"],"URL":"https:\/\/doi.org\/10.1142\/s0218126697000279","relation":{},"ISSN":["0218-1266","1793-6454"],"issn-type":[{"value":"0218-1266","type":"print"},{"value":"1793-6454","type":"electronic"}],"subject":[],"published":{"date-parts":[[1997,8]]}}}