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基于生成对抗网络的路况监控视频能见度检测方法

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传统路况监控视频能见度检测方法直接对人眼可分辨最远点进行检测,未进行车道线检测及兴趣域提取,造成传统方法检测效果较差.对此,提出基于生成对抗网络的路况监控视频能见度检测方法.在车道线检测及兴趣域提取的基础上,基于生成对抗网络检测人眼可分辨最远点,进一步与计算机视觉和图形领域相结合,实现路况监控视频能见度检测.实验结果表明,该方法具有更好的检测效果,可推广应用.
Visibility Detection Method of Traffic Condition Monitoring Video Based on Generating Confrontation Network
The traditional traffic condition monitoring video visibility detection method directly detects the most recognizable point of the human eye without lane line detection and interest region extraction,resulting in the poor detection effect of the traditional method.Therefore,the visibility detection method of traffic condition monitoring video based on generative confrontation network is proposed.On the basis of lane line detection and interest region extraction,the farthest point can be detected by human eyes based on the generate confrontation network,and further combined with computer vision and graphics,the visibility detection of traffic condition monitoring video is realized.The experimental results show that this method has better detection effect and can be applied widely.

generate confrontation networktraffic condition monitoringvisibilitydetection method

裴志松、时兵

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长春工业大学人文信息学院,吉林长春 130122

生成对抗网络 路况监控 能见度 检测方法

2024

信息与电脑
北京电子控股有限责任公司

信息与电脑

影响因子:1.143
ISSN:1003-9767
年,卷(期):2024.36(6)