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POINT CLOUD-BASED TARGET TRACKING METHOD AND APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM

机译:基于云的目标跟踪方法和装置,计算机设备和存储介质

摘要

A point-cloud based target tracking method, comprising: according to point cloud data of a current frame, generating a feature map of the current frame; acquiring a candidate region corresponding to the feature map of the current frame; in the feature map of the current frame, intercepting a candidate feature map that matches the candidate region; extracting an image feature corresponding to the candidate feature map; and calling a target tracking model obtained by training on the basis of point cloud data of the previous frame, and according to the image feature, determining a target tracking region corresponding to the point cloud data of the current frame.
机译:基于点云的目标跟踪方法,包括:根据当前帧的点云数据,生成当前帧的特征映射;获取与当前帧的特征映射相对应的候选区域;在当前帧的特征图中,拦截与候选区域匹配的候选特征映射;提取对应于候选特征映射的图像特征;并呼叫通过训练基于前一帧的点云数据而获得的目标跟踪模型,并且根据图像特征,确定与当前帧的点云数据相对应的目标跟踪区域。

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