The invention discloses an intelligent cockpit driving monitoring method, system and device and a storage medium, and the method comprises the steps: obtaining video image data of a target cockpit, carrying out the multi-scale histogram equalization of the video image data, and obtaining first image information; determining an average gray value of the first image information, and judging whether the brightness of the first image information is too low and whether the first image information is overexposed according to the average gray value; when the brightness of the first image information is too low, performing dark light image enhancement processing on the first image information to obtain second image information; when the first image information is overexposed, performing highlight image restoration processing on the first image information to obtain third image information; and according to the second image information or the third image information, driving behavior detection is carried out on the driver of the target cabin. The method overcomes the influence of the illumination condition on the cabin monitoring image quality, improves the real-time performance and accuracy of driving behavior detection, improves the driving safety of a user, and can be widely applied to the technical field of vehicle monitoring.
本发明公开了智能座舱驾驶监测方法、系统、装置及存储介质,包括:获取目标座舱的视频图像数据,对视频图像数据进行多尺度直方图均衡化,得到第一图像信息;确定第一图像信息的平均灰度值,并根据平均灰度值判断第一图像信息是否亮度过低以及是否过度曝光;当第一图像信息亮度过低,对第一图像信息进行暗光图像增强处理,得到第二图像信息;当第一图像信息过度曝光,对第一图像信息进行高光图像还原处理,得到第三图像信息;根据第二图像信息或第三图像信息对目标座舱的驾驶员进行驾驶行为检测。本发明克服了光照条件对座舱监控图像质量的影响,提高了驾驶行为检测的实时性和准确性,从而提高了用户的驾驶安全性,可广泛应用于车辆监测技术领域。
Intelligent cabin driving monitoring method, system and device and storage medium
智能座舱驾驶监测方法、系统、装置及存储介质
18.10.2024
Patent
Elektronische Ressource
Chinesisch
IPC: | G06V / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen |
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