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lightweight openpose

时间:2023-04-27 09:55:36浏览次数:34  
标签:iou pose lightweight previous openpose id best matched

它的跟踪技术

首先在当前帧选一个人体,跟前一帧所有人比较,如果相似度大于阈值,则把前一帧相似度最大人的序号赋予当前帧,且之后当前帧其他人不与其进行相似度估计。

    current_poses = sorted(current_poses, key=lambda pose: pose.confidence, reverse=True)  # match confident poses first     mask = np.ones(len(previous_poses), dtype=np.int32)     flag=0     for current_pose in current_poses:         best_matched_id = None         best_matched_pose_id = None         best_matched_iou = 0         all_image=0         for id, previous_pose in enumerate(previous_poses):             if not mask[id]:                 continue             iou = get_similarity(current_pose, previous_pose)             if iou > best_matched_iou:                 best_matched_iou = iou                 best_matched_pose_id = previous_pose.id                 best_matched_id = id                 all_image=previous_pose.all_save_image         if best_matched_iou >= threshold:             mask[best_matched_id] = 0         else:  # pose not similar to any previous             best_matched_pose_id = None             all_image=None 如果要去解决遮挡问题的话,直接用一个pose跟之前所有的进行相似度计算因此不用mask。

标签:iou,pose,lightweight,previous,openpose,id,best,matched
From: https://www.cnblogs.com/hahaah/p/17358080.html

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