The invention relates to a self-adaptive vehicle lighting system based on machine vision and an adjusting method, and belongs to the field of intelligent control of vehicle lighting systems. The system includes a high resolution camera for capturing real-time images of a road and surrounding environment; the high-resolution camera adopts an infrared sensor or a low-light-level sensor to assist in enhancing night image capture; a computer vision system for processing images captured by a high resolution camera. The adjusting method comprises the following steps: capturing images of a road and a surrounding environment in real time by the high-resolution camera; object detection, classification and tracking are carried out by combining a deep learning algorithm of a computer vision system; analyzing the perceived scene by using a deep learning model, and identifying key elements of roads, vehicles, pedestrians and road curvature; the adapted vehicle lighting mode is automatically selected by means of the elements. The invention provides a self-adaptive vehicle lighting system based on machine vision and an adjusting method, and the self-adaptive vehicle lighting system based on machine vision comprehensively applies technologies such as sensor data fusion, a deep learning algorithm and user interaction so as to improve the safety and comfort of driving under multiple working conditions. In practical application, the reliability, the real-time performance, the user experience and the like of the system are considered.
本发明涉及以一种基于机器视觉的自适应车辆照明系统及调节方法,属于车辆照明系统智能控制领域。该系统包括用于捕捉道路和周围环境的实时图像的高分辨率摄像头;该高分辨率摄像头采用红外传感器或低光级别传感器用于辅助增强夜间图像捕捉;用于处理高分辨率摄像头所捕捉图像的计算机视觉系统。调节方法为:由高分辨率摄像头实时对道路和周围环境的图像进行捕捉;结合计算机视觉系统的深度学习算法进行物体检测、分类和跟踪;利用深度学习模型对感知到的场景进行分析,识别道路、车辆、行人、道路曲率关键要素;通过要素自动选择所适配的车辆照明模式。本发明提供了一种基于机器视觉的自适应车辆照明系统及调节方法,基于机器视觉的自适应照明系统综合运用了传感器数据融合、深度学习算法和用户交互等技术,以提高多工况下驾驶的安全性和舒适性。在实际应用中,考虑到系统的可靠性、实时性以及用户体验等方面。
Self-adaptive vehicle lighting system based on machine vision and adjusting method
一种基于机器视觉的自适应车辆照明系统及调节方法
2024-11-26
Patent
Electronic Resource
Chinese
IPC: | B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein |
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