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SYSTEM AND METHOD FOR ENHANCING HUMAN COUNTING BY FUSING RESULTS OF HUMAN DETECTION MODALITIES

机译:通过融合人类检测模态的结果来增强人类计数的系统和方法

摘要

The present invention discloses a method and a system for enhancing accuracy of human counting in at least one frame of a captured image in a real-time in a predefined area. The present invention detects human in one or more frames by using at least one human detection modality for obtaining the characteristic result of the captured image. The invention further calculates an activity probability associated with each human detection modality. The characteristic results and the activity probability are selectively integrated by using a fusion technique for enhancing the accuracy of the human count and for selecting the most accurate human detection modality. The human is then performed based on the selection of the most accurate human detection modality.
机译:本发明公开了一种用于在预定区域中实时地实时提高在捕获图像的至少一帧中的人类计数的准确性的方法和系统。本发明通过使用至少一种人类检测​​方式来获得所捕获图像的特征结果,从而在一帧或多帧中检测人类。本发明还计算与每个人类检测方式相关的活动概率。通过使用融合技术来选择性地整合特征结果和活动概率,以提高人员计数的准确性并选择最准确的人员检测方式。然后根据对最准确的人类检测方式的选择来执行人类。

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