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基于时空关键点和运动模板相结合的船舶目标识别
Ship target recognition based on spatio-temporal key points and motion template
【摘要】 随着信息技术及图像处理技术的发展,基于模式识别及时空关键点的动作特征抓捕技术成为现代船舶目标识别的研究热点,其能对快速移动的海上目标进行准确识别。相对于传统的红外线﹑视频捕捉等识别方法,时空关键点动作特征捕捉与运动模板经验库相结合,实时对特征向量矩阵进行训练分类,进一步提高了海上目标识别的准确性。
【Abstract】 With the development of information technology and image processing technology, the technology of grasping and popularizing motion features based on pattern recognition and space-time key points has become a research hots-pot of modern ship target recognition. Compared with the traditional infrared and video capture recognition methods, space-time key point action feature grabbing and motion template experience base are combined to train and classify the feature vector matrix in real time, which further improves the accuracy of marine target recognition.
【基金】 国家自然科学基金项目(61503188);江苏省高校自然科学研究面上项目(16KJB520051);无锡市工业AGV技术应用及推广公共服务平台(CMB41S1703)
- 【文献出处】 舰船科学技术 ,Ship Science and Technology , 编辑部邮箱 ,2018年24期
- 【分类号】TP391.41;TP311.13
- 【被引频次】2
- 【下载频次】100