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    Advancements in Traffic Sign Recognition for Autonomous Vehicles Using DCGAIN and Template Matching

    Source: Journal of Transportation Engineering, Part A: Systems:;2025:;Volume ( 151 ):;issue: 012::page 04025106-1
    Author:
    Siddaiyan, Jayamani
    ,
    Ponnusamy, Kumar
    ,
    Lakshmanan, Murali
    DOI: 10.1061/JTEPBS.TEENG-8872
    Publisher: American Society of Civil Engineers
    Abstract: AbstractInclement weather often increases traffic accidents due to distractions and reduced visibility, emphasizing the importance of traffic signs in guiding drivers and enforcing safety. However, accurately detecting these signs under varied ...Practical ApplicationsThe proposed deep convolutional generative adversarial imputed networks template-matching (DCGAIN-TM) framework for traffic sign recognition offers significant real-world applicability, particularly in the domains of autonomous ...
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      Advancements in Traffic Sign Recognition for Autonomous Vehicles Using DCGAIN and Template Matching

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4313614
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    • Journal of Transportation Engineering, Part A: Systems

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    contributor authorSiddaiyan, Jayamani
    contributor authorPonnusamy, Kumar
    contributor authorLakshmanan, Murali
    date accessioned2026-08-20T20:52:57Z
    date available2026-08-20T20:52:57Z
    date copyright2025/10/06
    date issued2025
    identifier otherJTEPBS.TEENG-8872.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4313614
    description abstractAbstractInclement weather often increases traffic accidents due to distractions and reduced visibility, emphasizing the importance of traffic signs in guiding drivers and enforcing safety. However, accurately detecting these signs under varied ...Practical ApplicationsThe proposed deep convolutional generative adversarial imputed networks template-matching (DCGAIN-TM) framework for traffic sign recognition offers significant real-world applicability, particularly in the domains of autonomous ...
    publisherAmerican Society of Civil Engineers
    titleAdvancements in Traffic Sign Recognition for Autonomous Vehicles Using DCGAIN and Template Matching
    typeJournal Article
    journal volume151
    journal issue12
    journal titleJournal of Transportation Engineering, Part A: Systems
    identifier doi10.1061/JTEPBS.TEENG-8872
    journal fristpage04025106-1
    journal lastpage04025106-12
    page12
    treeJournal of Transportation Engineering, Part A: Systems:;2025:;Volume ( 151 ):;issue: 012
    contenttypeFulltext
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