Optical remote sensing video target detection method based on F-SSD network filter

The invention provides an optical remote sensing video target detection method based on F-SSD network filter, and aims to improve the accuracy of target detection in optical remote sensing video. Themethod comprises the following steps of: acquiring a training sample set and a verification sample se...

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Hauptverfasser: FENG ZHIXI, SONG WEI, JIAO LICHENG, DING JINGYI, HOU BIAO, SUN QIGONG, PI ZHAOLIANG, GUO YUWEI, YANG SHUYUAN, LI LINGLING, TANG XU
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides an optical remote sensing video target detection method based on F-SSD network filter, and aims to improve the accuracy of target detection in optical remote sensing video. Themethod comprises the following steps of: acquiring a training sample set and a verification sample set; constructing a network model F-SSD, training the constructed network model; getting a number offrames of the video to be detected according to a certain number of interval frames and detecting by the trained network model to obtain the detected targets on the interval frames; taking the targetsdetected in these interval frames as tracking targets in turn and tracking by a correlated filtering algorithm; and obtaining the target detection results of optical remote sensing video. The methodof the invention realizes the target detection of the optical remote sensing video, and improves the accuracy of the target detection. 本发明提出了种基于F-SSD网络滤波的光学遥感视频目标检测方法,旨在提高对光学遥感视频的目标检测准确率。实现步骤为:获取训练样本集和验证样本集;构建网络模型F-SSD,对构建的网络模型进