Laser Journal, Volume. 45, Issue 3, 100(2024)

Small target detection based on traffic signs

ZENG Tianhao* and CHEN Lin
Author Affiliations
  • [in Chinese]
  • show less
    References(11)

    [2] [2] Yi Y , Wu F. Real - Time Traffic Sign Detection via Color Probability Model and Integral Channel Features [ C ]// Springer Berlin Heidelberg,2014 :543-554.

    [4] [4] Kaspereulaers M ,Hahn N ,Berger S ,et al. Short Communi- cation:Detecting Heavy Goods Vehicles in Rest Areas in WinterConditionsUsing YOLOv5 [ J ] . Algorithms , 2021 , 14(4) :114.

    [5] [5] Wei L ,Dragomir A ,Dumitru E ,et al. SSD :Single ShotMulti- Box Detector[J] . Springer ,Cham ,2016 ,48(08) :32-33.

    [6] [6] Abdo H , Amin K M , Hamad A M , et al. Fall Detection Based on RetinaNet and MobileNet Convolutional NeuralNetworks[ C]//ICCES ,2020. 2021.

    [7] [7] Lij ,Wang Z. Real-timetraffic sign recognitionbased on effi- cient CNNs in the wild[J] . IEEE TransactionsonIntelligent Transportation Systems ,2019 ,20(3) :980-984.

    [8] [8] Yang T , Long X , Sangaiah A K , et al. Deep detection net- work for real - life traffic sign in vehicular networks [ J ] . Computer Networks ,2018 ,136(8) :95- 104.

    [9] [9] Girshick R. Fast R- CNN[ C]//IEEE International Confer- ence on Computer Vision. New York : IEEE , 2015 : 1440 - 1448.

    [10] [10] Sun X ,Wu P ,Hoi S. Face Detection using Deep Learning : An Improved Faster RCNN Approach[J] . Neurocomputing , 2018 ,299(19) :42-50.

    [11] [11] DuY. A Crop Image Segmentation and Extraction Algorithm Based on Mask RCNN[J] . Entropy , 2021 , 100 ( 4) : 235 - 242.

    [12] [12] Song S ,Que Z ,Hou J ,et al. An efficient convolutional neu- ral network for small traffic signdetection [ J ] . Journal of Systems Architecture ,2019 ,97.

    [15] [15] Redmon J , Divvala S , Girshick R , et al. You Only Look Once:Unified ,Real-Time Object Detection[ C]//Computer Vision & Pattern Recognition. IEEE ,2016 :112- 124.

    Tools

    Get Citation

    Copy Citation Text

    ZENG Tianhao, CHEN Lin. Small target detection based on traffic signs[J]. Laser Journal, 2024, 45(3): 100

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Jul. 21, 2023

    Accepted: --

    Published Online: Oct. 15, 2024

    The Author Email: Tianhao ZENG (273123948@qq.com)

    DOI:10.14016/j.cnki.jgzz.2024.03.100

    Topics