Knowledge Network Node
Systems Engineering and Electronics. 2022, (12) Core

Recognition method of ship target in complex SAR image based on improved ResNet networkChinese Full TextEnglish Full Text (MT)

LEI Yu;LENG Xiangguang;ZHOU Xiaoyan;SUN Zhongzhen;JI Kefeng;College of Electronic Science and Technology, National University of Defense Technology;

Abstract: Synthetic aperture radar（SAR） uses microwave coherent imaging, so SAR images are complex in essence. Traditional SAR image target recognition methods based on neural networks usually only process the amplitude information of SAR images, but cannot effectively use the unique complex information of SAR images. This paper aims at the application of ship target recognition in SAR image. Starting from the essence of SAR image, the complex information representation of input data is implicitly provide... More
Keywords：

synthetic aperture radar（SAR）; neural networks; complex information; ship target recognition;

  • Series：

    (I) Electronic Technology ＆ Information Science; (C) Architecture/ Energy/ Traffic/ Electromechanics, etc

  • Subject：

    Weapon Industry and Military Technology; Shipping Industry; Telecom Technology; Computer Software and Application of Computer; Automation Technology

  • Classification Code：

    U675.79;TN957.52;TP183;E91

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