The invention discloses an intelligent video traffic monitoring system based on multiple viewpoints, and the system comprises a video collection module which is responsible for capturing video data in real time; the multi-view fusion processing module is responsible for carrying out space alignment and fusion processing on the video images of the multiple views; the intelligent analysis module is responsible for constructing an intelligent analysis model and performing intelligent analysis; the data storage and management module is responsible for redundant storage and fault recovery of video data; the data encryption and security module is responsible for encrypting the video data; according to the method, the multi-view fusion technology is introduced, the images captured by the cameras at different angles are subjected to fusion processing, the accuracy of target identification and tracking is improved, meanwhile, the shielding phenomenon is corrected and predicted by utilizing Transform, and the Transform model can automatically learn and extract effective features of the target, so that the accuracy and robustness of tracking are improved.
本发明公开了一种基于多视点的智能视频交通监控系统,包括:视频采集模块:负责实时捕获视频数据;多视点融合处理模块:负责将多个视角的视频图像进行空间对齐和融合处理;智能分析模块:负责构建智能分析模型,进行智能分析;数据存储与管理模块:负责视频数据的冗余存储和故障恢复;数据加密与安全模块:负责对视频数据进行加密处理;本发明中,引入多视点融合技术,将不同角度的摄像头捕获的图像进行融合处理,提高目标识别和跟踪的准确性,同时,利用Transformer对遮挡现象进行补正和预测,Transformer模型能够自动学习并提取出目标的有效特征,从而提高跟踪的准确性和鲁棒性。
Intelligent video traffic monitoring system based on multiple viewpoints
一种基于多视点的智能视频交通监控系统
2024-11-15
Patent
Electronic Resource
Chinese
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