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ABNORMAL BEHAVIOR DETECTION DEVICE, ABNORMAL BEHAVIOR DETECTION PROGRAM, AND ABNORMAL BEHAVIOR DETECTION METHOD

机译:异常行为检测设备,异常行为检测程序和异常行为检测方法

摘要

An abnormality detection device (100) comprises an image acquisition unit (11), a motion extraction unit (12), a weighting unit (13), a scattering degree calculation unit (14), and a detection unit (15). The image acquisition unit (11) acquires a plurality of images from a camera (200). The motion extraction unit (12) extracts, from a plurality of moving bodies included in the image in one frame, a plurality of motion vectors determined by the magnitude of a motion and the direction of the motion. The weighting unit (13) calculates an occurrence probability for each motion vector of the plurality of motion vectors, and weights the occurrence probabilities. The scattering degree calculation unit (14) calculates the degree of scattering in the one frame on the basis of the weighted occurrence probabilities. The detection unit (15) compares the degree of scattering to a threshold value, and detects abnormalities on the basis of the comparison results.
机译:异常检测装置(100)包括图像获取单元(11),运动提取单元(12),加权单元(13),散射度计算单元(14)和检测单元(15)。图像获取单元(11)从照相机(200)获取多个图像。运动提取单元(12)在一帧中从图像中包括的多个运动体中提取由运动的大小和运动的方向确定的多个运动矢量。加权单元(13)针对多个运动矢量中的每个运动矢量计算出现概率,并对出现概率进行加权。散射度计算单元(14)基于加权发生概率来计算一帧中的散射度。检测单元(15)将散射程度与阈值进行比较,并且基于比较结果来检测异常。

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