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    • 1. 发明授权
    • Foreground detector for video analytics system
    • 视频分析系统前景探测器
    • US09349054B1
    • 2016-05-24
    • US14526756
    • 2014-10-29
    • Behavioral Recognition Systems, Inc.
    • Kishor Adinath SaitwalLon RisingerWesley Kenneth Cobb
    • G06K9/34G06K9/00G06T7/00G06K9/62
    • G06K9/00785G06T7/11G06T7/136G06T7/194G06T2207/10016
    • Techniques are disclosed for creating a background model of a scene using both a pixel based approach and a context based approach. The combined approach provides an effective technique for segmenting scene foreground from background in frames of a video stream. Further, this approach can scale to process large numbers of camera feeds simultaneously, e.g., using parallel processing architectures, while still generating an accurate background model. Further, using both a pixel based approach and context based approach ensures that the video analytics system can effectively and efficiently respond to changes in a scene, without overly increasing computational complexity. In addition, techniques are disclosed for updating the background model, from frame-to-frame, by absorbing foreground pixels into the background model via an absorption window, and dynamically updating background/foreground thresholds.
    • 公开了用于使用基于像素的方法和基于上下文的方法来创建场景的背景模型的技术。 组合方法提供了一种用于从视频流的帧中的背景分割场景前景的有效技术。 此外,该方法可以缩放以同时处理大量摄像机进给,例如使用并行处理架构,同时仍然产生准确的背景模型。 此外,使用基于像素的方法和基于上下文的方法确保了视频分析系统可以有效地和有效地响应场景中的变化,而不会过度增加计算复杂性。 此外,公开了通过经由吸收窗口将前景像素吸收到背景模型中并且动态地更新背景/前景阈值来从帧到帧更新背景模型的技术。