• Title/Summary/Keyword: suggested recognition rateback propagation

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Study on Vehicle License Plate Recognition System (차량 번호판 인식 시스템 구현에 관한 연구)

  • Kim, Hyun-Yul;Lee, Geon-Wha;Park, Young-Rok;Lee, Seung-Kyu;Park, Young-Cheol;Kang, Yong-Seok;Bae, Cheol-soo;Lee, Jin-Ki
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.6 no.2
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    • pp.113-118
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    • 2013
  • This study will suggest methods for a license plate recognition system that is suitable for license plate identification, separation of letters, and recognition of letters in order to recognize a licence plate efficiently. The suggested algorithm had tested a recognition system that onlyused backpropagation, a recognition system that used only SVM, and the suggested recognition system in order to prove efficiency. As a result, recognition rate had increased from the minimum 7.9% to the maximum12.2% as the case of using back propagation recognized the number platefor 87.9%, the case of using SVM for 91.4%, and the suggested had 98.6% of recognition rate.