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光电子快报(英文版)
光电子快报(英文版)

巴恩旭

双月刊

1673-1905

oelett@yahoo.com.cn;oel@263.net

022-23674707

300191

天津市南开区红旗南路263号

光电子快报(英文版)/Journal Optoelectronics LettersCSTPCDEI
正式出版
收录年代

    Vehicle LED detection and segmentation recognition based on deep learning for optical camera communica-tion

    CHENG QingMA HaitaoSUN Xu
    508-512页
    查看更多>>摘要:In the vehicle to vehicle(V2V)communication based on optical camera communication(OCC)system,how to achieve high reliability and low latency communication is still a problem.In this paper,we propose a lightweight light-emitting diode(LED)detection algorithm based on deep learning to detect the vehicle LED position at different communication distances,which can improve LED detection accuracy and inference speed.In addition,we design an LED segmentation recognition algorithm to reduce the bit error rate(BER)of the vehicle OCC system.The experi-mental results demonstrate the effectiveness of the proposed algorithms in real traffic scenes.

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