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Acta Aeronautica et Astronautica Sinica. 2021, (07) Core

Research development of small object traching based on deep learningChinese Full TextEnglish Full Text (MT)

LI Hongguang;YU Ruonan;DING Wenrui;Research Institute of Unmanned System,Beihang University;School of Electronics and Information Engineering,Beihang University;

Abstract: Object detection,one of the most fundamental and challenging tasks in computer vision,has achieved remarkable breakthroughs with the rapid development of deep learning methods.However,most of the current state-of-the-art algorithms are designed for medium or large objects with regular sizes or proportions.The performance of detecting small objects is still far from satisfactory due to the small size and weak features of target objects.In recent years,Small Object Traching（SOT）,which is widely ap... More
Keywords：

object detection; deep learning; small object traching; computer vision; convolutional neural networks;

  • Series：

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

  • Subject：

    Automation Technology; Computer Software and Application of Computer

  • Classification Code：

    TP391.41;TP18

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