驾驶行为的确定方法、装置、存储介质及电子装置

By performing object detection and key point extraction on images, it can determine whether motor vehicles and pedestrians are in the same depth of field. By using neural networks to analyze image changes, it solves the problem of low efficiency in judging uncivilized driving behavior in existing technologies and achieves efficient and accurate behavior recognition.

CN115797880BActive Publication Date: 2026-07-17ZHEJIANG DAHUA TECH CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
ZHEJIANG DAHUA TECH CO LTD
Filing Date
2022-12-21
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing methods for identifying uncivilized driving behavior are inefficient, especially in rainy weather when motor vehicles splash pedestrians or non-motorized vehicles, making it difficult to make efficient judgments and consuming a lot of manpower.

Method used

By performing object detection and key point extraction on the current frame image, it is determined whether the first type of object and the second type of object are located in the same depth range. The detection box and key points are used to determine the local image, and the image changes are analyzed by neural network to determine whether there is uncivilized driving behavior.

Benefits of technology

It improves the efficiency of judging uncivilized driving behavior, reduces the reliance on manual analysis, and achieves efficient and accurate behavior recognition.

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Abstract

本发明实施例提供了一种驾驶行为的确定方法、装置、存储介质及电子装置,其中,该方法包括:对当前帧图像进行对象检测和关键点提取,得到第一检测框、第二检测框及一组关键点,其中,第一检测框为第一类型对象的检测框,第二检测框为第二类型对象的检测框,一组关键点是第二类型对象上的关键点;当根据第一检测框与一组关键点,判断出当前帧图像中的第一类型对象和第二类型对象位于同一景深范围时,根据第一检测框、第二检测框及一组关键点,确定当前帧图像中的第一局部图像,以用于识别驾驶行为;根据第一局部图像,确定第二类型对象是否产生了不文明驾驶行为。通过本发明,解决了相关技术中存在的不文明驾驶行为的确定方法的效率较低的问题。
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