Infrared and Laser Engineering, Volume. 51, Issue 7, 20210586(2022)

Scale-invariant face detection method based on enhanced convolutional neural network

Baohua Li1 and Haixing Wang2
Author Affiliations
  • 1School of Information Engineering, Zhengzhou Shengda University, Zhengzhou 451191, China
  • 2School of Electrical Engineering and Automation, Henan Polytechnic University, Jiaozuo 454003, China
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    Figures & Tables(7)
    Face detection model based on SSD basic detection network
    Scale-invariant face detection model based on enhanced convolutional neural network
    Feature enhancement network
    Schematic diagram of negative sample screening
    ROC curves of HR, SFD, PyramidBox and proposed algorithm on FDDB dataset
    Precision-Recall curves of HR, SFD, PyramidBox and proposed algorithm on WIDER FACE test subset
    Partial detection results of proposed algorithm on WIDER FACE test subset
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    Baohua Li, Haixing Wang. Scale-invariant face detection method based on enhanced convolutional neural network[J]. Infrared and Laser Engineering, 2022, 51(7): 20210586

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    Paper Information

    Category: Image processing

    Received: Dec. 20, 2021

    Accepted: --

    Published Online: Dec. 20, 2022

    The Author Email:

    DOI:10.3788/IRLA20210586

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