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Fast Playback Technique of Key Sequence Diagram based on Mixed Gauss Background Modeling and Super Compression

机译:基于混合高斯背景建模和超压缩的关键序列图快速播放技术

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With the wide use of high speed cameras, the use of high frame frequency images and fast playback has become an important way to study the key events. In view of the problem of key frame retrieval and recognition and large capacity data remote transmission in fast playback, this paper proposes a technology of using Gauss background modeling and image super compression to achieve the fast playback reality of moving objects. Firstly, the imaging characteristics and background environmental characteristics of moving targets are analyzed, the steps of online modeling of mixed Gauss background are designed, and the implementation process and typical parameters are given. According to the target motion process, a playback script is customized, and the data volume and communication bandwidth of the high speed camera are calculated, a super compression ratio compression model based on transmission time, bandwidth and data volume is established. Combined with the method of application implementation, the modular block diagram and technical flow of replay processing are designed, and the basic relationship between the input and output parameters is clarified. The actual image sequence shows that in a typical target, equipment and network environment, using this technology can automatically identify key segment image sequences, realize image transmission and playback section can accurately judge the reality, for key events and provide effective technical support.
机译:随着高速摄像机的广泛使用,使用高帧频率图像和快速播放已成为研究关键事件的重要途径。鉴于在快速播放中的关键帧检索和识别和识别和大容量数据远程传输的问题,提出了一种使用高斯背景建模和图像超压缩的技术,实现了移动物体的快速播放现实。首先,分析了移动目标的成像特性和背景环境特征,设计了混合高斯背景的在线建模的步骤,并给出了实现过程和典型参数。根据目标运动过程,定制了播放脚本,并且计算了高速相机的数据量和通信带宽,建立了基于传输时间,带宽和数据量的超压缩比压缩模型。结合应用方法的方法,设计了重放处理的模块化框图和技术流程,并阐明了输入和输出参数之间的基本关系。实际图像序列表明,在典型的目标,设备和网络环境中,使用该技术可以自动识别关键段图像序列,实现图像传输和播放部分可以准确地判断现实,用于关键事件并提供有效的技术支持。

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