A target bounding box regression method and device, electronic equipment and storage medium

CN122415985APending Publication Date: 2026-07-17JIANGSU HIRAIN AUTOMOTIVE ELECTRONICS CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
JIANGSU HIRAIN AUTOMOTIVE ELECTRONICS CO LTD
Filing Date
2026-04-23
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing millimeter-wave radar target bounding box regression methods lack accuracy under complex operating conditions and cannot reliably determine accurate target bounding boxes.

Method used

By analyzing the initial size of the target bounding box in the current frame point cloud, filtering optimization is performed using the target bounding box size sequence within the sliding window to determine the nearest point and move the center distance in the opposite direction along the center point. Combined with the prior heading angle, a complete target bounding box is constructed.

Benefits of technology

It can stably and accurately determine the target bounding box under complex working conditions, eliminate the effects of point cloud sparsity, occlusion and sensor jitter, and improve the accuracy of the target bounding box.

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Abstract

本申请公开了一种目标边界框回归方法及装置、电子设备、存储介质,所述方法包括:分析出当前帧点云的目标边界框的初始尺寸;利用当前滑动窗口内的各个目标边界框的尺寸序列,对当前帧点云的目标边界框的初始尺寸进行滤波优化,得到优化后的当前帧点云的目标边界框;当前滑动窗口内包含最新采集到的同一目标的多帧点云的目标边界框的尺寸的序列;确定出优化后的当前帧点云的目标边界框的最近点;其中,最近点为距离雷达最近的特征点;将最近点沿中心点方向反向移动中心距离,得到中心点;其中,中心点方向和中心距离为理论上最近点至中心点的方向和距离;将优化后的当前帧点云的目标边界框的尺寸、中心点和先验航向角,构成完整目标边界框输出。
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